General Information

• Model Type: MLPClassifier
• Parameters: activation: relu, alpha: 0.001, hidden_layer_sizes: (100,), learning_rate: adaptive, solver: sgd
• Version Number: v177.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - -0.0012
• track__valence - -0.0009
• track__tempo - 0.0000
• track__speechiness - 0.0000
• track__danceability - -0.0007
• track__liveness - 0.0000
• velocity - 0.0399
• current_popularity - -0.0006
• median_popularity - 0.0000
• mean_popularity - 0.0000
• std_popularity - 0.0010
• retrieval_frequency - 0.0598

File Downloads

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Version Number: v176.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0471
• track__valence - 0.0494
• track__tempo - 0.0464
• track__speechiness - 0.0376
• track__danceability - 0.0475
• track__liveness - 0.0399
• velocity - 0.0432
• current_popularity - 0.0473
• median_popularity - 0.0462
• mean_popularity - 0.0465
• std_popularity - 0.0380
• retrieval_frequency - 0.0624

File Downloads

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: entropy, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Version Number: v175.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.96
• Recall: 0.95
• F1 Score: 0.95
• Confusion Matrix: [[ 7, 5, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0656
• track__valence - 0.0631
• track__tempo - 0.0568
• track__speechiness - 0.0489
• track__danceability - 0.0567
• track__liveness - 0.0425
• velocity - 0.2118
• current_popularity - 0.0687
• median_popularity - 0.0655
• mean_popularity - 0.0614
• std_popularity - 0.0876
• retrieval_frequency - 0.1713

File Downloads

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Version Number: v174.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.93
• Confusion Matrix: [[ 6, 6, 0], [ 3, 147, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 3.3499
• track__valence - 0.8381
• track__tempo - 0.0058
• track__speechiness - 0.3420
• track__danceability - 2.1082
• track__liveness - 1.8785
• velocity - 393.6468
• current_popularity - 1.0869
• median_popularity - 1.5535
• mean_popularity - 2.6493
• std_popularity - 1.4594
• retrieval_frequency - 8.6402

File Downloads

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General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Version Number: v173.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0003
• track__valence - 0.0000
• track__tempo - 0.0001
• track__speechiness - 0.0000
• track__danceability - 0.0001
• track__liveness - 0.0001
• velocity - 2.0063
• current_popularity - 0.0190
• median_popularity - 0.0073
• mean_popularity - 0.0118
• std_popularity - 0.0018
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Version Number: v172.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.93
• Recall: 0.94
• F1 Score: 0.93
• Confusion Matrix: [[ 9, 3, 0], [ 2, 146, 2], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.8986
• track__valence - 0.1942
• track__tempo - 0.1115
• track__speechiness - 0.0581
• track__danceability - 0.5613
• track__liveness - 0.2705
• velocity - 7.6568
• current_popularity - 48.8477
• median_popularity - 30.9112
• mean_popularity - 18.4500
• std_popularity - 3.5057
• retrieval_frequency - 0.4200

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.1, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Version Number: v171.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.96
• Precision: 0.96
• Recall: 0.96
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.0118
• track__valence - 0.0101
• track__tempo - 0.0053
• track__speechiness - 0.0090
• track__danceability - 0.0078
• track__liveness - -0.0004
• velocity - 0.1118
• current_popularity - 0.0017
• median_popularity - 0.0006
• mean_popularity - 0.0029
• std_popularity - 0.0319
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Version Number: v170.0
• Creation & Evaluation Date: December 20, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/21/2024 - 12/21/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0574
• track__valence - 0.0512
• track__tempo - 0.0580
• track__speechiness - 0.0477
• track__danceability - 0.0414
• track__liveness - 0.0402
• velocity - 0.2760
• current_popularity - 0.0585
• median_popularity - 0.0581
• mean_popularity - 0.0505
• std_popularity - 0.1503
• retrieval_frequency - 0.1108

File Downloads

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General Information

• Model Type: MLPClassifier
• Parameters: activation: relu, alpha: 0.001, hidden_layer_sizes: (100,), learning_rate: adaptive, solver: sgd
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - -0.0012
• track__valence - -0.0009
• track__tempo - 0.0000
• track__speechiness - 0.0000
• track__danceability - -0.0007
• track__liveness - 0.0000
• velocity - 0.0399
• current_popularity - -0.0006
• median_popularity - 0.0000
• mean_popularity - 0.0000
• std_popularity - 0.0010
• retrieval_frequency - 0.0598

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0471
• track__valence - 0.0494
• track__tempo - 0.0464
• track__speechiness - 0.0376
• track__danceability - 0.0475
• track__liveness - 0.0399
• velocity - 0.0432
• current_popularity - 0.0473
• median_popularity - 0.0462
• mean_popularity - 0.0465
• std_popularity - 0.0380
• retrieval_frequency - 0.0624

File Downloads

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: entropy, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.96
• Recall: 0.95
• F1 Score: 0.95
• Confusion Matrix: [[ 7, 5, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0656
• track__valence - 0.0631
• track__tempo - 0.0568
• track__speechiness - 0.0489
• track__danceability - 0.0567
• track__liveness - 0.0425
• velocity - 0.2118
• current_popularity - 0.0687
• median_popularity - 0.0655
• mean_popularity - 0.0614
• std_popularity - 0.0876
• retrieval_frequency - 0.1713

File Downloads

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.93
• Confusion Matrix: [[ 6, 6, 0], [ 3, 147, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 3.3499
• track__valence - 0.8381
• track__tempo - 0.0058
• track__speechiness - 0.3420
• track__danceability - 2.1082
• track__liveness - 1.8785
• velocity - 393.6468
• current_popularity - 1.0869
• median_popularity - 1.5535
• mean_popularity - 2.6493
• std_popularity - 1.4594
• retrieval_frequency - 8.6402

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0003
• track__valence - 0.0000
• track__tempo - 0.0001
• track__speechiness - 0.0000
• track__danceability - 0.0001
• track__liveness - 0.0001
• velocity - 2.0063
• current_popularity - 0.0190
• median_popularity - 0.0073
• mean_popularity - 0.0118
• std_popularity - 0.0018
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.93
• Recall: 0.94
• F1 Score: 0.93
• Confusion Matrix: [[ 9, 3, 0], [ 2, 146, 2], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.8986
• track__valence - 0.1942
• track__tempo - 0.1115
• track__speechiness - 0.0581
• track__danceability - 0.5613
• track__liveness - 0.2705
• velocity - 7.6568
• current_popularity - 48.8477
• median_popularity - 30.9112
• mean_popularity - 18.4500
• std_popularity - 3.5057
• retrieval_frequency - 0.4200

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.1, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.96
• Precision: 0.96
• Recall: 0.96
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.0118
• track__valence - 0.0101
• track__tempo - 0.0053
• track__speechiness - 0.0090
• track__danceability - 0.0078
• track__liveness - -0.0004
• velocity - 0.1118
• current_popularity - 0.0017
• median_popularity - 0.0006
• mean_popularity - 0.0029
• std_popularity - 0.0319
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 13, 2024, 11:03 p.m.
• Evaluation Date: December 13, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/14/2024 - 12/14/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0574
• track__valence - 0.0512
• track__tempo - 0.0580
• track__speechiness - 0.0477
• track__danceability - 0.0414
• track__liveness - 0.0402
• velocity - 0.2760
• current_popularity - 0.0585
• median_popularity - 0.0581
• mean_popularity - 0.0505
• std_popularity - 0.1503
• retrieval_frequency - 0.1108

File Downloads

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General Information

• Model Type: MLPClassifier
• Parameters: activation: relu, alpha: 0.001, hidden_layer_sizes: (100,), learning_rate: adaptive, solver: sgd
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - -0.0012
• track__valence - -0.0009
• track__tempo - 0.0000
• track__speechiness - 0.0000
• track__danceability - -0.0007
• track__liveness - 0.0000
• velocity - 0.0399
• current_popularity - -0.0006
• median_popularity - 0.0000
• mean_popularity - 0.0000
• std_popularity - 0.0010
• retrieval_frequency - 0.0598

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0471
• track__valence - 0.0494
• track__tempo - 0.0464
• track__speechiness - 0.0376
• track__danceability - 0.0475
• track__liveness - 0.0399
• velocity - 0.0432
• current_popularity - 0.0473
• median_popularity - 0.0462
• mean_popularity - 0.0465
• std_popularity - 0.0380
• retrieval_frequency - 0.0624

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: entropy, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.96
• Recall: 0.95
• F1 Score: 0.95
• Confusion Matrix: [[ 7, 5, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0656
• track__valence - 0.0631
• track__tempo - 0.0568
• track__speechiness - 0.0489
• track__danceability - 0.0567
• track__liveness - 0.0425
• velocity - 0.2118
• current_popularity - 0.0687
• median_popularity - 0.0655
• mean_popularity - 0.0614
• std_popularity - 0.0876
• retrieval_frequency - 0.1713

File Downloads

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.93
• Confusion Matrix: [[ 6, 6, 0], [ 3, 147, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 3.3499
• track__valence - 0.8381
• track__tempo - 0.0058
• track__speechiness - 0.3420
• track__danceability - 2.1082
• track__liveness - 1.8785
• velocity - 393.6468
• current_popularity - 1.0869
• median_popularity - 1.5535
• mean_popularity - 2.6493
• std_popularity - 1.4594
• retrieval_frequency - 8.6402

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0003
• track__valence - 0.0000
• track__tempo - 0.0001
• track__speechiness - 0.0000
• track__danceability - 0.0001
• track__liveness - 0.0001
• velocity - 2.0063
• current_popularity - 0.0190
• median_popularity - 0.0073
• mean_popularity - 0.0118
• std_popularity - 0.0018
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.93
• Recall: 0.94
• F1 Score: 0.93
• Confusion Matrix: [[ 9, 3, 0], [ 2, 146, 2], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.8986
• track__valence - 0.1942
• track__tempo - 0.1115
• track__speechiness - 0.0581
• track__danceability - 0.5613
• track__liveness - 0.2705
• velocity - 7.6568
• current_popularity - 48.8477
• median_popularity - 30.9112
• mean_popularity - 18.4500
• std_popularity - 3.5057
• retrieval_frequency - 0.4200

File Downloads

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.1, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.96
• Precision: 0.96
• Recall: 0.96
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.0118
• track__valence - 0.0101
• track__tempo - 0.0053
• track__speechiness - 0.0090
• track__danceability - 0.0078
• track__liveness - -0.0004
• velocity - 0.1118
• current_popularity - 0.0017
• median_popularity - 0.0006
• mean_popularity - 0.0029
• std_popularity - 0.0319
• retrieval_frequency - 0.0000

File Downloads

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 6, 2024, 11:03 p.m.
• Evaluation Date: December 6, 2024, 11:03 p.m.
• Popularity History Timeframe: 11/07/2024 - 12/07/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0574
• track__valence - 0.0512
• track__tempo - 0.0580
• track__speechiness - 0.0477
• track__danceability - 0.0414
• track__liveness - 0.0402
• velocity - 0.2760
• current_popularity - 0.0585
• median_popularity - 0.0581
• mean_popularity - 0.0505
• std_popularity - 0.1503
• retrieval_frequency - 0.1108

File Downloads

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General Information

• Model Type: MLPClassifier
• Parameters: activation: relu, alpha: 0.001, hidden_layer_sizes: (100,), learning_rate: adaptive, solver: sgd
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - -0.0012
• track__valence - -0.0009
• track__tempo - 0.0000
• track__speechiness - 0.0000
• track__danceability - -0.0007
• track__liveness - 0.0000
• velocity - 0.0399
• current_popularity - -0.0006
• median_popularity - 0.0000
• mean_popularity - 0.0000
• std_popularity - 0.0010
• retrieval_frequency - 0.0598

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0471
• track__valence - 0.0494
• track__tempo - 0.0464
• track__speechiness - 0.0376
• track__danceability - 0.0475
• track__liveness - 0.0399
• velocity - 0.0432
• current_popularity - 0.0473
• median_popularity - 0.0462
• mean_popularity - 0.0465
• std_popularity - 0.0380
• retrieval_frequency - 0.0624

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: entropy, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.96
• Recall: 0.95
• F1 Score: 0.95
• Confusion Matrix: [[ 7, 5, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0656
• track__valence - 0.0631
• track__tempo - 0.0568
• track__speechiness - 0.0489
• track__danceability - 0.0567
• track__liveness - 0.0425
• velocity - 0.2118
• current_popularity - 0.0687
• median_popularity - 0.0655
• mean_popularity - 0.0614
• std_popularity - 0.0876
• retrieval_frequency - 0.1713

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.93
• Confusion Matrix: [[ 6, 6, 0], [ 3, 147, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 3.3499
• track__valence - 0.8381
• track__tempo - 0.0058
• track__speechiness - 0.3420
• track__danceability - 2.1082
• track__liveness - 1.8785
• velocity - 393.6468
• current_popularity - 1.0869
• median_popularity - 1.5535
• mean_popularity - 2.6493
• std_popularity - 1.4594
• retrieval_frequency - 8.6402

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General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0003
• track__valence - 0.0000
• track__tempo - 0.0001
• track__speechiness - 0.0000
• track__danceability - 0.0001
• track__liveness - 0.0001
• velocity - 2.0063
• current_popularity - 0.0190
• median_popularity - 0.0073
• mean_popularity - 0.0118
• std_popularity - 0.0018
• retrieval_frequency - 0.0000

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.93
• Recall: 0.94
• F1 Score: 0.93
• Confusion Matrix: [[ 9, 3, 0], [ 2, 146, 2], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.8986
• track__valence - 0.1942
• track__tempo - 0.1115
• track__speechiness - 0.0581
• track__danceability - 0.5613
• track__liveness - 0.2705
• velocity - 7.6568
• current_popularity - 48.8477
• median_popularity - 30.9112
• mean_popularity - 18.4500
• std_popularity - 3.5057
• retrieval_frequency - 0.4200

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.1, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.96
• Precision: 0.96
• Recall: 0.96
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 4, 8]]

Feature Importance

• track__energy - 0.0118
• track__valence - 0.0101
• track__tempo - 0.0053
• track__speechiness - 0.0090
• track__danceability - 0.0078
• track__liveness - -0.0004
• velocity - 0.1118
• current_popularity - 0.0017
• median_popularity - 0.0006
• mean_popularity - 0.0029
• std_popularity - 0.0319
• retrieval_frequency - 0.0000

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: December 3, 2024, 12:09 p.m.
• Evaluation Date: December 3, 2024, 12:09 p.m.
• Popularity History Timeframe: 11/03/2024 - 12/03/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__energy - 0.0574
• track__valence - 0.0512
• track__tempo - 0.0580
• track__speechiness - 0.0477
• track__danceability - 0.0414
• track__liveness - 0.0402
• velocity - 0.2760
• current_popularity - 0.0585
• median_popularity - 0.0581
• mean_popularity - 0.0505
• std_popularity - 0.1503
• retrieval_frequency - 0.1108

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General Information

• Model Type: MLPClassifier
• Parameters: activation: tanh, alpha: 0.0001, hidden_layer_sizes: (100,), learning_rate: adaptive, solver: sgd
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[ 6, 6, 0], [ 1, 149, 0], [ 0, 5, 7]]

Feature Importance

• track__valence - 0.0019
• track__tempo - 0.0013
• track__speechiness - 0.0007
• track__danceability - 0.0014
• track__liveness - 0.0012
• velocity - 0.0428
• current_popularity - 0.0004
• median_popularity - 0.0006
• mean_popularity - 0.0014
• std_popularity - 0.0020
• retrieval_frequency - 0.0585

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94
• Confusion Matrix: [[ 6, 6, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__valence - 0.0513
• track__tempo - 0.0471
• track__speechiness - 0.0393
• track__danceability - 0.0477
• track__liveness - 0.0399
• velocity - 0.0441
• current_popularity - 0.0461
• median_popularity - 0.0457
• mean_popularity - 0.0460
• std_popularity - 0.0406
• retrieval_frequency - 0.0626

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: False, criterion: gini, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__valence - 0.0656
• track__tempo - 0.0575
• track__speechiness - 0.0576
• track__danceability - 0.0570
• track__liveness - 0.0414
• velocity - 0.2290
• current_popularity - 0.0670
• median_popularity - 0.0695
• mean_popularity - 0.0681
• std_popularity - 0.1045
• retrieval_frequency - 0.1829

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.93
• Confusion Matrix: [[ 6, 6, 0], [ 3, 147, 0], [ 0, 3, 9]]

Feature Importance

• track__valence - 1.3774
• track__tempo - 0.0021
• track__speechiness - 0.4969
• track__danceability - 2.0598
• track__liveness - 1.2011
• velocity - 387.2558
• current_popularity - 1.1062
• median_popularity - 1.5789
• mean_popularity - 2.6902
• std_popularity - 1.4866
• retrieval_frequency - 8.6406

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General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__valence - 0.0001
• track__tempo - 0.0000
• track__speechiness - 0.0001
• track__danceability - 0.0001
• track__liveness - 0.0000
• velocity - 2.0058
• current_popularity - 0.0191
• median_popularity - 0.0123
• mean_popularity - 0.0068
• std_popularity - 0.0022
• retrieval_frequency - 0.0000

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General Information

• Model Type: LogisticRegression
• Parameters: C: 900, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[ 9, 3, 0], [ 4, 144, 2], [ 0, 4, 8]]

Feature Importance

• track__valence - 0.4335
• track__tempo - 0.0431
• track__speechiness - 0.0325
• track__danceability - 0.4454
• track__liveness - 0.1745
• velocity - 7.8273
• current_popularity - 57.4817
• median_popularity - 36.4933
• mean_popularity - 21.4539
• std_popularity - 4.3794
• retrieval_frequency - 0.4028

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.1, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.95
• Confusion Matrix: [[ 9, 3, 0], [ 0, 149, 1], [ 0, 4, 8]]

Feature Importance

• track__valence - 0.0147
• track__tempo - 0.0103
• track__speechiness - 0.0150
• track__danceability - 0.0092
• track__liveness - 0.0026
• velocity - 0.1118
• current_popularity - 0.0030
• median_popularity - 0.0022
• mean_popularity - 0.0016
• std_popularity - 0.0315
• retrieval_frequency - 0.0000

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 100
• Create Date: November 29, 2024, 11:09 p.m.
• Evaluation Date: November 29, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/31/2024 - 11/30/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 9, 3, 0], [ 0, 150, 0], [ 0, 3, 9]]

Feature Importance

• track__valence - 0.0587
• track__tempo - 0.0582
• track__speechiness - 0.0530
• track__danceability - 0.0482
• track__liveness - 0.0405
• velocity - 0.2529
• current_popularity - 0.0548
• median_popularity - 0.0548
• mean_popularity - 0.0665
• std_popularity - 0.1717
• retrieval_frequency - 0.1407

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General Information

• Model Type: MLPClassifier
• Parameters: activation: tanh, alpha: 0.0001, hidden_layer_sizes: (50,), learning_rate: constant, solver: adam
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.97
• Confusion Matrix: [[ 5, 2, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0169
• track__tempo - 0.0106
• track__speechiness - 0.0201
• track__danceability - 0.0163
• track__liveness - 0.0140
• velocity - 0.0491
• current_popularity - 0.1193
• median_popularity - 0.0500
• mean_popularity - 0.0795
• std_popularity - 0.0126
• retrieval_frequency - 0.0593

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: euclidean, n_neighbors: 11, weights: distance
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.90
• Recall: 0.94
• F1 Score: 0.91
• Confusion Matrix: [[ 0, 7, 0], [ 0, 156, 0], [ 0, 4, 5]]

Feature Importance

• track__valence - 0.0584
• track__tempo - 0.0574
• track__speechiness - 0.0503
• track__danceability - 0.0589
• track__liveness - 0.0529
• velocity - 0.0291
• current_popularity - 0.0584
• median_popularity - 0.0584
• mean_popularity - 0.0592
• std_popularity - 0.0439
• retrieval_frequency - 0.0600

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: False, criterion: gini, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.97
• Confusion Matrix: [[ 5, 2, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0870
• track__tempo - 0.0645
• track__speechiness - 0.0652
• track__danceability - 0.0566
• track__liveness - 0.0527
• velocity - 0.2046
• current_popularity - 0.0705
• median_popularity - 0.0714
• mean_popularity - 0.0711
• std_popularity - 0.0843
• retrieval_frequency - 0.1722

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.94
• Precision: 0.90
• Recall: 0.94
• F1 Score: 0.92
• Confusion Matrix: [[ 0, 7, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 1.8650
• track__tempo - 0.0068
• track__speechiness - 0.3620
• track__danceability - 0.1943
• track__liveness - 0.8418
• velocity - 50.5527
• current_popularity - 0.2110
• median_popularity - 0.1486
• mean_popularity - 0.3633
• std_popularity - 0.2531
• retrieval_frequency - 2.4060

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General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: linear
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.97
• Confusion Matrix: [[ 5, 2, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0000
• track__tempo - 0.0000
• track__speechiness - 0.0001
• track__danceability - 0.0000
• track__liveness - 0.0000
• velocity - 4.0438
• current_popularity - 0.0005
• median_popularity - 0.0124
• mean_popularity - 0.0118
• std_popularity - 0.0003
• retrieval_frequency - 0.0000

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: False, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.96
• Recall: 0.97
• F1 Score: 0.96
• Confusion Matrix: [[ 5, 2, 0], [ 0, 155, 1], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0983
• track__tempo - 0.1062
• track__speechiness - 0.1243
• track__danceability - 0.2490
• track__liveness - 0.1988
• velocity - 194.0625
• current_popularity - 2.3104
• median_popularity - 8.8913
• mean_popularity - 6.2961
• std_popularity - 0.1726
• retrieval_frequency - 17.6303

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0.1, learning_rate: 0.01, max_bins: 255, max_depth: None, max_iter: 100, min_samples_leaf: 1
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.97
• Confusion Matrix: [[ 5, 2, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0142
• track__tempo - 0.0266
• track__speechiness - 0.0145
• track__danceability - 0.0151
• track__liveness - 0.0147
• velocity - 0.1089
• current_popularity - 0.0078
• median_popularity - 0.0087
• mean_popularity - 0.0055
• std_popularity - 0.0298
• retrieval_frequency - 0.0000

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: November 22, 2024, 11:09 p.m.
• Evaluation Date: November 22, 2024, 11:09 p.m.
• Popularity History Timeframe: 10/24/2024 - 11/23/2024

Performance Metrics

• Accuracy: 0.97
• Precision: 0.97
• Recall: 0.97
• F1 Score: 0.97
• Confusion Matrix: [[ 5, 2, 0], [ 0, 156, 0], [ 0, 3, 6]]

Feature Importance

• track__valence - 0.0602
• track__tempo - 0.0677
• track__speechiness - 0.0663
• track__danceability - 0.0572
• track__liveness - 0.0539
• velocity - 0.2335
• current_popularity - 0.0565
• median_popularity - 0.0555
• mean_popularity - 0.0583
• std_popularity - 0.1532
• retrieval_frequency - 0.1378

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: manhattan, n_neighbors: 21, weights: distance
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.81
• Precision: 0.81
• Recall: 0.81
• F1 Score: 0.80
• Confusion Matrix: [[29, 20, 0], [ 6, 94, 0], [ 1, 4, 6]]

Feature Importance

• track__valence - 0.1631
• track__tempo - 0.1698
• track__speechiness - 0.1248
• track__danceability - 0.1706
• track__liveness - 0.1403
• velocity - 0.0977
• current_popularity - 0.1514
• median_popularity - 0.1553
• mean_popularity - 0.1564
• std_popularity - 0.0542
• retrieval_frequency - 0.0233

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: gini, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.83
• Precision: 0.84
• Recall: 0.83
• F1 Score: 0.82
• Confusion Matrix: [[33, 16, 0], [ 6, 94, 0], [ 2, 3, 6]]

Feature Importance

• track__valence - 0.0779
• track__tempo - 0.0730
• track__speechiness - 0.0745
• track__danceability - 0.0760
• track__liveness - 0.0620
• velocity - 0.1034
• current_popularity - 0.0993
• median_popularity - 0.1086
• mean_popularity - 0.1185
• std_popularity - 0.1075
• retrieval_frequency - 0.0994

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: lsqr
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.70
• Precision: 0.72
• Recall: 0.70
• F1 Score: 0.64
• Confusion Matrix: [[10, 39, 0], [ 3, 96, 1], [ 0, 5, 6]]

Feature Importance

• track__valence - 4.4302
• track__tempo - 0.1921
• track__speechiness - 10.1115
• track__danceability - 36.5774
• track__liveness - 13.4970
• velocity - 47.3958
• current_popularity - 0.2769
• median_popularity - 0.5377
• mean_popularity - 0.9033
• std_popularity - 0.5867
• retrieval_frequency - 2.9345

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General Information

• Model Type: SVM
• Parameters: C: 3, gamma: scale, kernel: rbf
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.78
• Precision: 0.79
• Recall: 0.78
• F1 Score: 0.77
• Confusion Matrix: [[28, 21, 0], [ 8, 92, 0], [ 1, 5, 5]]

Feature Importance

• track__valence - 0.0073
• track__tempo - 0.0234
• track__speechiness - 0.0156
• track__danceability - 0.0245
• track__liveness - 0.0187
• velocity - 0.0964
• current_popularity - 0.0903
• median_popularity - 0.0592
• mean_popularity - 0.0691
• std_popularity - 0.0078
• retrieval_frequency - 0.0323

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, fit_intercept: False, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.69
• Precision: 0.72
• Recall: 0.69
• F1 Score: 0.65
• Confusion Matrix: [[13, 36, 0], [ 3, 92, 5], [ 0, 5, 6]]

Feature Importance

• track__valence - 0.0081
• track__tempo - 0.0926
• track__speechiness - 0.0166
• track__danceability - 0.3307
• track__liveness - 0.0759
• velocity - 10.7683
• current_popularity - 12.4955
• median_popularity - 9.1245
• mean_popularity - 21.6259
• std_popularity - 1.1411
• retrieval_frequency - 1.1344

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0, learning_rate: 0.01, max_bins: 255, max_depth: 5, max_iter: 100, min_samples_leaf: 1
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.86
• Precision: 0.87
• Recall: 0.86
• F1 Score: 0.85
• Confusion Matrix: [[33, 16, 0], [ 1, 98, 1], [ 0, 5, 6]]

Feature Importance

• track__valence - 0.0077
• track__tempo - 0.0195
• track__speechiness - 0.0153
• track__danceability - 0.0312
• track__liveness - 0.0050
• velocity - 0.1517
• current_popularity - 0.1469
• median_popularity - 0.0031
• mean_popularity - 0.0280
• std_popularity - 0.0841
• retrieval_frequency - 0.0000

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: 20, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: October 19, 2024, 3:03 p.m.
• Evaluation Date: October 19, 2024, 3:03 p.m.
• Popularity History Timeframe: 09/19/2024 - 10/19/2024

Performance Metrics

• Accuracy: 0.86
• Precision: 0.86
• Recall: 0.86
• F1 Score: 0.85
• Confusion Matrix: [[34, 15, 0], [ 3, 97, 0], [ 2, 3, 6]]

Feature Importance

• track__valence - 0.0693
• track__tempo - 0.0776
• track__speechiness - 0.0660
• track__danceability - 0.0769
• track__liveness - 0.0619
• velocity - 0.1331
• current_popularity - 0.0979
• median_popularity - 0.0947
• mean_popularity - 0.1189
• std_popularity - 0.1440
• retrieval_frequency - 0.0597

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, leaf_size: 5, metric: manhattan, n_neighbors: 15, weights: distance
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.73
• Precision: 0.76
• Recall: 0.73
• F1 Score: 0.67
• Confusion Matrix: [[100, 2, 0], [ 32, 9, 0], [ 10, 0, 7]]

Feature Importance

• track__valence - 0.1509
• track__tempo - 0.1603
• track__speechiness - 0.1146
• track__danceability - 0.1477
• track__liveness - 0.1188
• velocity - 0.0246
• current_popularity - 0.1598
• median_popularity - 0.1623
• mean_popularity - 0.1613
• std_popularity - 0.0754
• retrieval_frequency - 0.0598

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General Information

• Model Type: ExtraTrees
• Parameters: bootstrap: True, criterion: gini, max_features: sqrt, min_samples_leaf: 1, n_estimators: 200
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.82
• Precision: 0.84
• Recall: 0.82
• F1 Score: 0.80
• Confusion Matrix: [[100, 2, 0], [ 20, 21, 0], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0675
• track__tempo - 0.0651
• track__speechiness - 0.0595
• track__danceability - 0.0630
• track__liveness - 0.0641
• velocity - 0.0331
• current_popularity - 0.1160
• median_popularity - 0.1112
• mean_popularity - 0.1200
• std_popularity - 0.2094
• retrieval_frequency - 0.0911

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General Information

• Model Type: LDA
• Parameters: priors: None, solver: svd
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.69
• Precision: 0.53
• Recall: 0.69
• F1 Score: 0.59
• Confusion Matrix: [[102, 0, 0], [ 40, 0, 1], [ 8, 0, 9]]

Feature Importance

• track__valence - 0.1051
• track__tempo - 0.0021
• track__speechiness - 0.0940
• track__danceability - 0.2266
• track__liveness - 0.2810
• velocity - 0.2520
• current_popularity - 0.0917
• median_popularity - 0.3104
• mean_popularity - 0.4045
• std_popularity - 0.0938
• retrieval_frequency - 1.0837

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General Information

• Model Type: SVM
• Parameters: C: 5, gamma: scale, kernel: rbf
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.78
• Precision: 0.82
• Recall: 0.78
• F1 Score: 0.75
• Confusion Matrix: [[101, 1, 0], [ 27, 14, 0], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0138
• track__tempo - 0.0316
• track__speechiness - 0.0155
• track__danceability - 0.0182
• track__liveness - 0.0083
• velocity - 0.0110
• current_popularity - 0.0972
• median_popularity - 0.0615
• mean_popularity - 0.0736
• std_popularity - 0.0653
• retrieval_frequency - 0.0596

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General Information

• Model Type: LogisticRegression
• Parameters: C: 700, fit_intercept: True, intercept_scaling: 1, penalty: l2, solver: liblinear
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.73
• Precision: 0.69
• Recall: 0.73
• F1 Score: 0.70
• Confusion Matrix: [[93, 9, 0], [25, 11, 5], [ 2, 3, 12]]

Feature Importance

• track__valence - 0.0933
• track__tempo - 0.2484
• track__speechiness - 0.0710
• track__danceability - 0.1724
• track__liveness - 0.1179
• velocity - 0.5841
• current_popularity - 23.4365
• median_popularity - 21.4672
• mean_popularity - 45.1486
• std_popularity - 0.6702
• retrieval_frequency - 0.2047

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General Information

• Model Type: RandomForest
• Parameters: bootstrap: True, criterion: gini, max_depth: None, max_features: sqrt, min_samples_leaf: 2, n_estimators: 200
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.83
• Precision: 0.84
• Recall: 0.83
• F1 Score: 0.83
• Confusion Matrix: [[95, 7, 0], [13, 28, 0], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0571
• track__tempo - 0.0492
• track__speechiness - 0.0454
• track__danceability - 0.0477
• track__liveness - 0.0567
• velocity - 0.0596
• current_popularity - 0.1092
• median_popularity - 0.0825
• mean_popularity - 0.1196
• std_popularity - 0.3143
• retrieval_frequency - 0.0587

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General Information

• Model Type: HistGradientBoosting
• Parameters: early_stopping: True, l2_regularization: 0, learning_rate: 0.01, max_bins: 255, max_depth: 5, max_iter: 100, min_samples_leaf: 1
• Create Date: October 18, 2024, 1:16 a.m.
• Evaluation Date: October 18, 2024, 1:16 a.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.86
• Precision: 0.86
• Recall: 0.86
• F1 Score: 0.85
• Confusion Matrix: [[97, 3, 2], [12, 29, 0], [ 6, 0, 11]]

Feature Importance

• track__valence - 0.0067
• track__tempo - 0.0192
• track__speechiness - 0.0025
• track__danceability - 0.0023
• track__liveness - 0.0086
• velocity - 0.0599
• current_popularity - 0.1399
• median_popularity - 0.0014
• mean_popularity - 0.0114
• std_popularity - 0.2360
• retrieval_frequency - 0.0000

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, n_neighbors: 9, weights: distance
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.73
• Precision: 0.75
• Recall: 0.73
• F1 Score: 0.67
• Confusion Matrix: [[100, 2, 0], [ 33, 7, 1], [ 8, 0, 9]]

Feature Importance

• track__valence - 0.1962
• track__tempo - 0.2019
• track__speechiness - 0.1531
• track__danceability - 0.1933
• track__liveness - 0.1601
• velocity - 0.0288
• current_popularity - 0.2053
• median_popularity - 0.2066
• mean_popularity - 0.2045
• std_popularity - 0.1074
• retrieval_frequency - 0.0685

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General Information

• Model Type: ExtraTrees
• Parameters: max_depth: 30, min_samples_split: 2, n_estimators: 100
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.84
• Precision: 0.86
• Recall: 0.84
• F1 Score: 0.83
• Confusion Matrix: [[100, 2, 0], [ 16, 25, 0], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0617
• track__tempo - 0.0638
• track__speechiness - 0.0556
• track__danceability - 0.0595
• track__liveness - 0.0622
• velocity - 0.0354
• current_popularity - 0.1175
• median_popularity - 0.1091
• mean_popularity - 0.1184
• std_popularity - 0.2229
• retrieval_frequency - 0.0937

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General Information

• Model Type: LDA
• Parameters: solver: svd
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.69
• Precision: 0.53
• Recall: 0.69
• F1 Score: 0.59
• Confusion Matrix: [[102, 0, 0], [ 40, 0, 1], [ 8, 0, 9]]

Feature Importance

• track__valence - 0.1051
• track__tempo - 0.0021
• track__speechiness - 0.0940
• track__danceability - 0.2266
• track__liveness - 0.2810
• velocity - 0.2520
• current_popularity - 0.0917
• median_popularity - 0.3104
• mean_popularity - 0.4045
• std_popularity - 0.0938
• retrieval_frequency - 1.0837

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General Information

• Model Type: SVM
• Parameters: C: 10, gamma: scale, kernel: rbf
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.79
• Precision: 0.82
• Recall: 0.79
• F1 Score: 0.77
• Confusion Matrix: [[100, 2, 0], [ 23, 17, 1], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0161
• track__tempo - 0.0393
• track__speechiness - 0.0191
• track__danceability - 0.0257
• track__liveness - 0.0149
• velocity - 0.0194
• current_popularity - 0.1700
• median_popularity - 0.0897
• mean_popularity - 0.1199
• std_popularity - 0.0754
• retrieval_frequency - 0.0584

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, penalty: l2, solver: saga
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.54
• Precision: 0.61
• Recall: 0.54
• F1 Score: 0.56
• Confusion Matrix: [[57, 43, 2], [18, 17, 6], [ 1, 3, 13]]

Feature Importance

• track__valence - 0.0607
• track__tempo - 0.1251
• track__speechiness - 0.0291
• track__danceability - 0.0730
• track__liveness - 0.0824
• velocity - 1.5264
• current_popularity - 12.0454
• median_popularity - 2.9685
• mean_popularity - 9.2350
• std_popularity - 0.7551
• retrieval_frequency - 1.6459

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General Information

• Model Type: RandomForest
• Parameters: max_depth: 20, min_samples_split: 5, n_estimators: 100
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.84
• Precision: 0.85
• Recall: 0.84
• F1 Score: 0.83
• Confusion Matrix: [[97, 5, 0], [14, 27, 0], [ 7, 0, 10]]

Feature Importance

• track__valence - 0.0580
• track__tempo - 0.0501
• track__speechiness - 0.0479
• track__danceability - 0.0430
• track__liveness - 0.0561
• velocity - 0.0573
• current_popularity - 0.1060
• median_popularity - 0.0803
• mean_popularity - 0.1289
• std_popularity - 0.3132
• retrieval_frequency - 0.0593

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General Information

• Model Type: HistGradientBoosting
• Parameters: learning_rate: 0.01, max_depth: 7, max_iter: 300
• Create Date: October 17, 2024, 11:39 p.m.
• Evaluation Date: October 17, 2024, 11:39 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.84
• Precision: 0.84
• Recall: 0.84
• F1 Score: 0.84
• Confusion Matrix: [[97, 4, 1], [12, 27, 2], [ 6, 0, 11]]

Feature Importance

• track__valence - 0.0336
• track__tempo - 0.0377
• track__speechiness - 0.0213
• track__danceability - 0.0290
• track__liveness - 0.0239
• velocity - 0.0638
• current_popularity - 0.1041
• median_popularity - 0.0113
• mean_popularity - 0.0449
• std_popularity - 0.2887
• retrieval_frequency - 0.0000

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General Information

• Model Type: KNN
• Parameters: algorithm: auto, n_neighbors: 9, weights: uniform
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.80
• Precision: 0.84
• Recall: 0.80
• F1 Score: 0.75
• Confusion Matrix: [[115, 0, 0], [ 19, 3, 0], [ 13, 0, 10]]

Feature Importance

• track__valence - -0.0013
• track__tempo - -0.0036
• track__speechiness - -0.0020
• track__danceability - -0.0031
• track__liveness - -0.0042
• velocity - 0.0011
• current_popularity - 0.0115
• median_popularity - 0.0133
• mean_popularity - 0.0140
• std_popularity - 0.0265
• retrieval_frequency - 0.0677

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General Information

• Model Type: ExtraTrees
• Parameters: max_depth: 20, min_samples_split: 5, n_estimators: 100
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.89
• Precision: 0.89
• Recall: 0.89
• F1 Score: 0.88
• Confusion Matrix: [[114, 0, 1], [ 4, 16, 2], [ 11, 0, 12]]

Feature Importance

• track__valence - 0.0529
• track__tempo - 0.0473
• track__speechiness - 0.0436
• track__danceability - 0.0479
• track__liveness - 0.0450
• velocity - 0.0317
• current_popularity - 0.1033
• median_popularity - 0.1084
• mean_popularity - 0.1032
• std_popularity - 0.3054
• retrieval_frequency - 0.1113

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General Information

• Model Type: LDA
• Parameters: solver: svd
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.88
• Precision: 0.88
• Recall: 0.88
• F1 Score: 0.86
• Confusion Matrix: [[115, 0, 0], [ 8, 13, 1], [ 9, 2, 12]]

Feature Importance

• track__valence - 0.1231
• track__tempo - 0.0011
• track__speechiness - 0.1331
• track__danceability - 0.1412
• track__liveness - 0.0169
• velocity - 11.2825
• current_popularity - 0.2571
• median_popularity - 0.1987
• mean_popularity - 0.4632
• std_popularity - 0.1936
• retrieval_frequency - 1.2422

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General Information

• Model Type: SVM
• Parameters: C: 10, gamma: scale, kernel: linear
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.89
• Precision: 0.90
• Recall: 0.89
• F1 Score: 0.88
• Confusion Matrix: [[115, 0, 0], [ 6, 16, 0], [ 10, 1, 12]]

Feature Importance

• track__valence - 0.0964
• track__tempo - 0.0829
• track__speechiness - 0.0291
• track__danceability - 0.0975
• track__liveness - 0.0184
• velocity - 0.2378
• current_popularity - 19.0956
• median_popularity - 12.1146
• mean_popularity - 7.5289
• std_popularity - 3.4552
• retrieval_frequency - 0.2423

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General Information

• Model Type: HistGradientBoosting
• Parameters: learning_rate: 0.1, max_depth: 3, max_iter: 100
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.92
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[114, 0, 1], [ 0, 21, 1], [ 10, 0, 13]]

Feature Importance

• track__valence - 0.0246
• track__tempo - 0.0226
• track__speechiness - 0.0078
• track__danceability - 0.0083
• track__liveness - 0.0104
• velocity - 0.0656
• current_popularity - 0.0630
• median_popularity - 0.0104
• mean_popularity - 0.0565
• std_popularity - 0.2375
• retrieval_frequency - 0.0000

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General Information

• Model Type: RandomForest
• Parameters: max_depth: 20, min_samples_split: 10, n_estimators: 200
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[115, 0, 0], [ 1, 21, 0], [ 11, 0, 12]]

Feature Importance

• track__valence - 0.0445
• track__tempo - 0.0327
• track__speechiness - 0.0303
• track__danceability - 0.0329
• track__liveness - 0.0341
• velocity - 0.0591
• current_popularity - 0.0709
• median_popularity - 0.0734
• mean_popularity - 0.0814
• std_popularity - 0.4810
• retrieval_frequency - 0.0596

File Downloads

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General Information

• Model Type: LogisticRegression
• Parameters: C: 500, penalty: l2, solver: lbfgs
• Create Date: October 17, 2024, 11:31 p.m.
• Evaluation Date: October 17, 2024, 11:31 p.m.
• Popularity History Timeframe: 09/18/2024 - 10/18/2024

Performance Metrics

• Accuracy: 0.98
• Precision: 0.98
• Recall: 0.98
• F1 Score: 0.97
• Confusion Matrix: [[114, 1, 0], [ 1, 21, 0], [ 1, 1, 21]]

Feature Importance

• track__valence - 0.2451
• track__tempo - 0.1569
• track__speechiness - 0.0362
• track__danceability - 0.0113
• track__liveness - 0.1491
• velocity - 3.3926
• current_popularity - 85.0122
• median_popularity - 10.7352
• mean_popularity - 74.8972
• std_popularity - 9.0802
• retrieval_frequency - 8.9691

File Downloads

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General Information

• Model Type: LDA
• Parameters: solver: svd
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.88
• Precision: 0.88
• Recall: 0.88
• F1 Score: 0.86
• Confusion Matrix: [[115, 0, 0], [ 8, 13, 1], [ 9, 2, 12]]

Feature Importance

• track__valence - 0.1231
• track__tempo - 0.0011
• track__speechiness - 0.1331
• track__danceability - 0.1412
• track__liveness - 0.0169
• velocity - 11.2825
• current_popularity - 0.2571
• median_popularity - 0.1987
• mean_popularity - 0.4632
• std_popularity - 0.1936
• retrieval_frequency - 1.2422

File Downloads

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General Information

• Model Type: ExtraTrees
• Parameters: max_depth: 20, min_samples_split: 5, n_estimators: 100
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.89
• Precision: 0.89
• Recall: 0.89
• F1 Score: 0.88
• Confusion Matrix: [[114, 0, 1], [ 4, 16, 2], [ 11, 0, 12]]

Feature Importance

• track__valence - 0.0529
• track__tempo - 0.0473
• track__speechiness - 0.0436
• track__danceability - 0.0479
• track__liveness - 0.0450
• velocity - 0.0317
• current_popularity - 0.1033
• median_popularity - 0.1084
• mean_popularity - 0.1032
• std_popularity - 0.3054
• retrieval_frequency - 0.1113

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: KNN
• Parameters: algorithm: auto, n_neighbors: 9, weights: uniform
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.80
• Precision: 0.84
• Recall: 0.80
• F1 Score: 0.75
• Confusion Matrix: [[115, 0, 0], [ 19, 3, 0], [ 13, 0, 10]]

Feature Importance

• track__valence - -0.0013
• track__tempo - -0.0036
• track__speechiness - -0.0020
• track__danceability - -0.0031
• track__liveness - -0.0042
• velocity - 0.0011
• current_popularity - 0.0115
• median_popularity - 0.0133
• mean_popularity - 0.0140
• std_popularity - 0.0265
• retrieval_frequency - 0.0677

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: SVM
• Parameters: C: 10, gamma: scale, kernel: linear
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.89
• Precision: 0.90
• Recall: 0.89
• F1 Score: 0.88
• Confusion Matrix: [[115, 0, 0], [ 6, 16, 0], [ 10, 1, 12]]

Feature Importance

• track__valence - 0.0964
• track__tempo - 0.0829
• track__speechiness - 0.0291
• track__danceability - 0.0975
• track__liveness - 0.0184
• velocity - 0.2378
• current_popularity - 19.0956
• median_popularity - 12.1146
• mean_popularity - 7.5289
• std_popularity - 3.4552
• retrieval_frequency - 0.2423

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: HistGradientBoosting
• Parameters: learning_rate: 0.1, max_depth: 3, max_iter: 100
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.92
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[114, 0, 1], [ 0, 21, 1], [ 10, 0, 13]]

Feature Importance

• track__valence - 0.0246
• track__tempo - 0.0226
• track__speechiness - 0.0078
• track__danceability - 0.0083
• track__liveness - 0.0104
• velocity - 0.0656
• current_popularity - 0.0630
• median_popularity - 0.0104
• mean_popularity - 0.0565
• std_popularity - 0.2375
• retrieval_frequency - 0.0000

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: RandomForest
• Parameters: max_depth: 20, min_samples_split: 10, n_estimators: 200
• Create Date: October 17, 2024, 7:16 p.m.
• Evaluation Date: October 17, 2024, 7:16 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.92
• Confusion Matrix: [[115, 0, 0], [ 1, 21, 0], [ 11, 0, 12]]

Feature Importance

• track__valence - 0.0445
• track__tempo - 0.0327
• track__speechiness - 0.0303
• track__danceability - 0.0329
• track__liveness - 0.0341
• velocity - 0.0591
• current_popularity - 0.0709
• median_popularity - 0.0734
• mean_popularity - 0.0814
• std_popularity - 0.4810
• retrieval_frequency - 0.0596

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: LogisticRegression
• Parameters: C: 500, penalty: l2, solver: lbfgs
• Create Date: October 17, 2024, 7:15 p.m.
• Evaluation Date: October 17, 2024, 7:15 p.m.
• Popularity History Timeframe: 09/17/2024 - 10/17/2024

Performance Metrics

• Accuracy: 0.98
• Precision: 0.98
• Recall: 0.98
• F1 Score: 0.97
• Confusion Matrix: [[114, 1, 0], [ 1, 21, 0], [ 1, 1, 21]]

Feature Importance

• track__valence - 0.2451
• track__tempo - 0.1569
• track__speechiness - 0.0362
• track__danceability - 0.0113
• track__liveness - 0.1491
• velocity - 3.3926
• current_popularity - 85.0122
• median_popularity - 10.7352
• mean_popularity - 74.8972
• std_popularity - 9.0802
• retrieval_frequency - 8.9691

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: LogisticRegression
• Parameters: C: 10, penalty: l2, solver: lbfgs
• Create Date: October 17, 2024, 5:31 p.m.
• Evaluation Date: October 17, 2024, 5:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.90
• Recall: 0.91
• F1 Score: 0.90
• Confusion Matrix: [[111, 1, 3], [ 1, 20, 1], [ 8, 1, 14]]

Feature Importance

• track__valence - 0.1532
• track__tempo - 0.0477
• track__speechiness - 0.0266
• track__danceability - 0.0093
• track__liveness - 0.0863
• velocity - 0.6997
• current_popularity - 2.8995
• median_popularity - 0.7413
• mean_popularity - 3.9957
• std_popularity - 5.5870
• retrieval_frequency - 0.1566

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: HistGradientBoosting
• Parameters: learning_rate: 0.01, max_depth: 7, max_iter: 300
• Create Date: October 17, 2024, 5:31 p.m.
• Evaluation Date: October 17, 2024, 5:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.88
• Precision: 0.87
• Recall: 0.88
• F1 Score: 0.86
• Confusion Matrix: [[113, 0, 2], [ 4, 18, 0], [ 13, 1, 9]]

Feature Importance

• track__valence - 0.0272
• track__tempo - 0.0253
• track__speechiness - 0.0166
• track__danceability - 0.0364
• track__liveness - 0.0292
• velocity - 0.0066
• current_popularity - 0.0579
• median_popularity - 0.0176
• mean_popularity - 0.0356
• std_popularity - 0.2881
• retrieval_frequency - 0.0000

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: RandomForest
• Parameters: max_depth: 20, min_samples_split: 5, n_estimators: 200
• Create Date: October 17, 2024, 5:31 p.m.
• Evaluation Date: October 17, 2024, 5:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.89
• Precision: 0.90
• Recall: 0.89
• F1 Score: 0.88
• Confusion Matrix: [[114, 1, 0], [ 2, 20, 0], [ 13, 1, 9]]

Feature Importance

• track__valence - 0.0489
• track__tempo - 0.0520
• track__speechiness - 0.0483
• track__danceability - 0.0553
• track__liveness - 0.0566
• velocity - 0.0253
• current_popularity - 0.0862
• median_popularity - 0.0769
• mean_popularity - 0.0993
• std_popularity - 0.4282
• retrieval_frequency - 0.0231

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: SVM
• Parameters: C: 10, gamma: scale, kernel: linear
• Create Date: October 17, 2024, 5:31 p.m.
• Evaluation Date: October 17, 2024, 5:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.91
• Recall: 0.91
• F1 Score: 0.90
• Confusion Matrix: [[114, 1, 0], [ 1, 20, 1], [ 10, 1, 12]]

Feature Importance

• track__valence - 0.0454
• track__tempo - 0.0678
• track__speechiness - 0.0668
• track__danceability - 0.1828
• track__liveness - 0.0662
• velocity - 1.4160
• current_popularity - 0.1569
• median_popularity - 0.2662
• mean_popularity - 0.2352
• std_popularity - 11.0417
• retrieval_frequency - 0.8998

File Downloads

Download CSV Download Model File (pkl) Download README TXT

General Information

• Model Type: LogisticRegression
• Parameters: None
• Create Date: October 16, 2024, 6:38 p.m.
• Evaluation Date: October 16, 2024, 6:38 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.85
• Precision: 0.89
• Recall: 0.85
• F1 Score: 0.86

Feature Importance

• track__valence - 0.0386
• track__tempo - 0.0376
• track__speechiness - 0.0341
• track__danceability - 0.0320
• track__liveness - 0.0358
• velocity - 0.0323
• current_popularity - 0.0709
• median_popularity - 0.0796
• mean_popularity - 0.1063
• std_popularity - 0.5057
• retrieval_frequency - 0.0270
• track__valence - 0.0071
• track__tempo - 0.0191
• track__speechiness - 0.0050
• track__danceability - 0.0079
• track__liveness - 0.0146
• velocity - 0.0000
• current_popularity - 0.0795
• median_popularity - 0.0124
• mean_popularity - 0.0595
• std_popularity - 0.3093
• retrieval_frequency - 0.0000
• track__valence - 0.0498
• track__tempo - 0.1347
• track__speechiness - 0.0129
• track__danceability - 0.0299
• track__liveness - 0.0437
• velocity - 0.6478
• current_popularity - 18.7986
• median_popularity - 7.0480
• mean_popularity - 12.2653
• std_popularity - 1.3115
• retrieval_frequency - 0.3300
• track__valence - 0.0494
• track__tempo - 0.1227
• track__speechiness - 0.0375
• track__danceability - 0.0921
• track__liveness - 0.0553
• velocity - 0.1623
• current_popularity - 15.0971
• median_popularity - 9.2589
• mean_popularity - 6.2169
• std_popularity - 5.8333
• retrieval_frequency - 0.0771

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: October 16, 2024, 6:38 p.m.
• Evaluation Date: October 16, 2024, 6:38 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.90
• Recall: 0.91
• F1 Score: 0.90

Feature Importance

• track__valence - 0.0386
• track__tempo - 0.0376
• track__speechiness - 0.0341
• track__danceability - 0.0320
• track__liveness - 0.0358
• velocity - 0.0323
• current_popularity - 0.0709
• median_popularity - 0.0796
• mean_popularity - 0.1063
• std_popularity - 0.5057
• retrieval_frequency - 0.0270
• track__valence - 0.0071
• track__tempo - 0.0191
• track__speechiness - 0.0050
• track__danceability - 0.0079
• track__liveness - 0.0146
• velocity - 0.0000
• current_popularity - 0.0795
• median_popularity - 0.0124
• mean_popularity - 0.0595
• std_popularity - 0.3093
• retrieval_frequency - 0.0000
• track__valence - 0.0498
• track__tempo - 0.1347
• track__speechiness - 0.0129
• track__danceability - 0.0299
• track__liveness - 0.0437
• velocity - 0.6478
• current_popularity - 18.7986
• median_popularity - 7.0480
• mean_popularity - 12.2653
• std_popularity - 1.3115
• retrieval_frequency - 0.3300
• track__valence - 0.0494
• track__tempo - 0.1227
• track__speechiness - 0.0375
• track__danceability - 0.0921
• track__liveness - 0.0553
• velocity - 0.1623
• current_popularity - 15.0971
• median_popularity - 9.2589
• mean_popularity - 6.2169
• std_popularity - 5.8333
• retrieval_frequency - 0.0771

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 16, 2024, 6:38 p.m.
• Evaluation Date: October 16, 2024, 6:38 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.89
• Precision: 0.89
• Recall: 0.89
• F1 Score: 0.89

Feature Importance

• track__valence - 0.0386
• track__tempo - 0.0376
• track__speechiness - 0.0341
• track__danceability - 0.0320
• track__liveness - 0.0358
• velocity - 0.0323
• current_popularity - 0.0709
• median_popularity - 0.0796
• mean_popularity - 0.1063
• std_popularity - 0.5057
• retrieval_frequency - 0.0270
• track__valence - 0.0071
• track__tempo - 0.0191
• track__speechiness - 0.0050
• track__danceability - 0.0079
• track__liveness - 0.0146
• velocity - 0.0000
• current_popularity - 0.0795
• median_popularity - 0.0124
• mean_popularity - 0.0595
• std_popularity - 0.3093
• retrieval_frequency - 0.0000
• track__valence - 0.0498
• track__tempo - 0.1347
• track__speechiness - 0.0129
• track__danceability - 0.0299
• track__liveness - 0.0437
• velocity - 0.6478
• current_popularity - 18.7986
• median_popularity - 7.0480
• mean_popularity - 12.2653
• std_popularity - 1.3115
• retrieval_frequency - 0.3300
• track__valence - 0.0494
• track__tempo - 0.1227
• track__speechiness - 0.0375
• track__danceability - 0.0921
• track__liveness - 0.0553
• velocity - 0.1623
• current_popularity - 15.0971
• median_popularity - 9.2589
• mean_popularity - 6.2169
• std_popularity - 5.8333
• retrieval_frequency - 0.0771

File Downloads

General Information

• Model Type: SVM
• Parameters: None
• Create Date: October 16, 2024, 6:38 p.m.
• Evaluation Date: October 16, 2024, 6:38 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.94
• Precision: 0.95
• Recall: 0.94
• F1 Score: 0.94

Feature Importance

• track__valence - 0.0386
• track__tempo - 0.0376
• track__speechiness - 0.0341
• track__danceability - 0.0320
• track__liveness - 0.0358
• velocity - 0.0323
• current_popularity - 0.0709
• median_popularity - 0.0796
• mean_popularity - 0.1063
• std_popularity - 0.5057
• retrieval_frequency - 0.0270
• track__valence - 0.0071
• track__tempo - 0.0191
• track__speechiness - 0.0050
• track__danceability - 0.0079
• track__liveness - 0.0146
• velocity - 0.0000
• current_popularity - 0.0795
• median_popularity - 0.0124
• mean_popularity - 0.0595
• std_popularity - 0.3093
• retrieval_frequency - 0.0000
• track__valence - 0.0498
• track__tempo - 0.1347
• track__speechiness - 0.0129
• track__danceability - 0.0299
• track__liveness - 0.0437
• velocity - 0.6478
• current_popularity - 18.7986
• median_popularity - 7.0480
• mean_popularity - 12.2653
• std_popularity - 1.3115
• retrieval_frequency - 0.3300
• track__valence - 0.0494
• track__tempo - 0.1227
• track__speechiness - 0.0375
• track__danceability - 0.0921
• track__liveness - 0.0553
• velocity - 0.1623
• current_popularity - 15.0971
• median_popularity - 9.2589
• mean_popularity - 6.2169
• std_popularity - 5.8333
• retrieval_frequency - 0.0771

File Downloads

General Information

• Model Type: LogisticRegression
• Parameters: None
• Create Date: October 13, 2024, 11:22 a.m.
• Evaluation Date: October 13, 2024, 11:22 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.85
• Precision: 0.89
• Recall: 0.85
• F1 Score: 0.86

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: October 13, 2024, 11:22 a.m.
• Evaluation Date: October 13, 2024, 11:22 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.90
• Recall: 0.91
• F1 Score: 0.90

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 13, 2024, 11:22 a.m.
• Evaluation Date: October 13, 2024, 11:22 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.89
• Precision: 0.89
• Recall: 0.89
• F1 Score: 0.89

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: SVM
• Parameters: None
• Create Date: October 13, 2024, 11:22 a.m.
• Evaluation Date: October 13, 2024, 11:22 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.94
• Precision: 0.95
• Recall: 0.94
• F1 Score: 0.94

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: SVM
• Parameters: None
• Create Date: October 9, 2024, 12:31 a.m.
• Evaluation Date: October 9, 2024, 12:31 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.95

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: October 9, 2024, 12:31 a.m.
• Evaluation Date: October 9, 2024, 12:31 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.93
• Precision: 0.94
• Recall: 0.93
• F1 Score: 0.92

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 9, 2024, 12:31 a.m.
• Evaluation Date: October 9, 2024, 12:31 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.94
• Precision: 0.94
• Recall: 0.94
• F1 Score: 0.94

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: LogisticRegression
• Parameters: None
• Create Date: October 9, 2024, 12:31 a.m.
• Evaluation Date: October 9, 2024, 12:31 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.96
• Precision: 0.96
• Recall: 0.96
• F1 Score: 0.96

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: SVM
• Parameters: None
• Create Date: October 7, 2024, 9:54 a.m.
• Evaluation Date: October 7, 2024, 9:54 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.92
• Precision: 0.92
• Recall: 0.92
• F1 Score: 0.92

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: October 7, 2024, 9:54 a.m.
• Evaluation Date: October 7, 2024, 9:54 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.92
• Precision: 0.91
• Recall: 0.92
• F1 Score: 0.91

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 7, 2024, 9:54 a.m.
• Evaluation Date: October 7, 2024, 9:54 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.93
• Precision: 0.93
• Recall: 0.93
• F1 Score: 0.92

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: LogisticRegression
• Parameters: None
• Create Date: October 7, 2024, 9:54 a.m.
• Evaluation Date: October 7, 2024, 9:54 a.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.94
• Precision: 0.94
• Recall: 0.94
• F1 Score: 0.93

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 4, 2024, 7:31 p.m.
• Evaluation Date: October 4, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.92
• Precision: 0.93
• Recall: 0.92
• F1 Score: 0.92

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 3, 2024, 7:31 p.m.
• Evaluation Date: October 3, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.95
• Precision: 0.95
• Recall: 0.95
• F1 Score: 0.94

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: October 2, 2024, 7:31 p.m.
• Evaluation Date: October 2, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.90
• Precision: 0.91
• Recall: 0.90
• F1 Score: 0.89

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: October 1, 2024, 7:31 p.m.
• Evaluation Date: October 1, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.89
• Precision: 0.90
• Recall: 0.89
• F1 Score: 0.88

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 30, 2024, 7:31 p.m.
• Evaluation Date: September 30, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.90
• Precision: 0.91
• Recall: 0.90
• F1 Score: 0.89

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 29, 2024, 7:33 p.m.
• Evaluation Date: September 29, 2024, 7:33 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.91
• Recall: 0.91
• F1 Score: 0.91

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 28, 2024, 7:31 p.m.
• Evaluation Date: September 28, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.91
• Recall: 0.91
• F1 Score: 0.90

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 27, 2024, 7:32 p.m.
• Evaluation Date: September 27, 2024, 7:32 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.89
• Precision: 0.90
• Recall: 0.89
• F1 Score: 0.88

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 26, 2024, 7:31 p.m.
• Evaluation Date: September 26, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.83
• Precision: 0.82
• Recall: 0.83
• F1 Score: 0.82

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 25, 2024, 7:31 p.m.
• Evaluation Date: September 25, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.80
• Precision: 0.79
• Recall: 0.80
• F1 Score: 0.79

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 24, 2024, 7:31 p.m.
• Evaluation Date: September 24, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.87
• Precision: 0.87
• Recall: 0.87
• F1 Score: 0.87

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 23, 2024, 7:31 p.m.
• Evaluation Date: September 23, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.86
• Precision: 0.85
• Recall: 0.86
• F1 Score: 0.86

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 22, 2024, 7:31 p.m.
• Evaluation Date: September 22, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.85
• Precision: 0.86
• Recall: 0.85
• F1 Score: 0.85

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: HistGradientBoosting
• Parameters: None
• Create Date: September 21, 2024, 7:31 p.m.
• Evaluation Date: September 21, 2024, 7:31 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.86
• Precision: 0.85
• Recall: 0.86
• F1 Score: 0.85

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 21, 2024, 3:02 p.m.
• Evaluation Date: September 21, 2024, 3:02 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.91
• Recall: 0.91
• F1 Score: 0.91

Feature Importance

• No feature importance data available.

File Downloads

General Information

• Model Type: RandomForest
• Parameters: None
• Create Date: September 20, 2024, 7:11 p.m.
• Evaluation Date: September 20, 2024, 7:11 p.m.
• Popularity History Timeframe: None

Performance Metrics

• Accuracy: 0.91
• Precision: 0.91
• Recall: 0.91
• F1 Score: 0.91

Feature Importance

• No feature importance data available.

File Downloads