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changed n_estimators to 100
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alex000kim committed Nov 20, 2023
1 parent 0d90503 commit 9dc4619
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion params.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -25,5 +25,5 @@ train:
model_dir: models
model_path: models/clf-model.joblib
params:
n_estimators: 200
n_estimators: 100
max_depth: 20

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Metrics

Path f1 roc_auc
metrics.json 0.53626 0.84193

Feature Importances

feature importance
num__Age 0.22
num__NumOfProducts 0.18
num__IsActiveMember 0.10
num__CreditScore 0.03
num__Balance 0.03
num__Tenure 0.02
num__HasCrCard 0.01
num__EstimatedSalary -0.00

Confusion Matrix

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