lithology-classical-ml / ml_summary.csv
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Upload classical ML models, preds, metrics, figures from Kaggle output
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n_wells,depth_accuracy,depth_macro_f1,depth_macro_f1_confident,sequence_similarity,model,cv_macro_f1
66,0.7914017588914432,0.6279327349627348,0.5900430910775689,0.592659365339211,RandomForest,0.7598590697061148
66,0.7271409838378203,0.5756790310326467,0.529313271433563,0.517251654389032,XGBoost,0.7570910833528676
66,0.6935726400364218,0.5321017945985524,0.48344416079104124,0.4818210194466915,LightGBM,0.7265678572072855