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Try 40K dataset (4x data) #75

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Try 40K dataset (4x data) #75

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dberenbaum
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We are trying here a large dataset, since the smaller one looks unstable

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CML Report

Plots

ROC
Precision-Recall
Confusion Matrix

Feature Importance: main

Feature Importance: main

Feature Importance: workspace

Feature Importance: workspace

Metrics and Params

main → workspace

Path Metric main workspace Change
eval/metrics.json avg_prec.test 0.925 0.94496 0.019958
eval/metrics.json avg_prec.train 0.97437 0.97723 0.002859
eval/metrics.json roc_auc.test 0.94602 0.96191 0.015888
eval/metrics.json roc_auc.train 0.98667 0.98737 0.00069973
Path Param main workspace Change
params.yaml featurize.max_features 200 500 300

@dberenbaum dberenbaum closed this Apr 19, 2024
@dberenbaum dberenbaum deleted the try-large-dataset branch April 19, 2024 17:50
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