Run experiments tuning random forest params

[dberenbaum]

Better RF split and number of estimators based on small grid search.

[github-actions]

CML Report

Plots

Feature Importance: main

Feature Importance: workspace

Metrics and Params

main → workspace

Path	Metric	main	workspace	Change
eval/metrics.json	avg_prec.test	0.925	0.92688	0.0018818
eval/metrics.json	avg_prec.train	0.97437	0.99932	0.024952
eval/metrics.json	roc_auc.test	0.94602	0.94509	-0.00092798
eval/metrics.json	roc_auc.train	0.98667	0.99971	0.013041

Path	Param	main	workspace	Change
params.yaml	train.min_split	0.01	8	7.99
params.yaml	train.n_est	50	100	50