rl-atari/强化学习个人课程作业报告/outputs/tables/model_comparison_summary.csv at ceddbdd559fd3e37bbe7bf7540f877a9e6787a2c

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Serendipity ceddbdd559 Add lecture materials for Model-Free, Control, and Value topics

- Added Lecture4 - ModelFree.pdf (3013 KB)
- Added Lecture5 - Control.pdf (2575 KB)
- Added Lecture6 - Value.pdf (3320 KB)

2026-04-28 20:28:00 +08:00

1	model	train_accuracy	val_accuracy	train_f1_macro	val_f1_macro	val_f1_High	val_f1_Low	val_f1_Standard	train_time
2	Baseline_LR	0.7593680672268908	0.7341714285714286	0.7492574544185482	0.7237629331592531	0.7665209565440987	0.6489501312335958	0.7558177117000646
3	RandomForest	1.0	0.7877333333333333	1.0	0.770789728543472	0.7874554916461244	0.7095334685598377	0.8153802254244543	57.91048526763916
4	XGBoost	0.8519529411764706	0.8371047619047619	0.8297116592669606	0.8143842728003406	0.8904623073719283	0.6944039941751612	0.8582865168539325	67.63970804214478
5	XGBoost_Tuned	0.9767663865546219	0.8700190476190476	0.9739400525375727	0.8519502714571496	0.9084439578486383	0.7620280474649407	0.8853788090578697	142.65462470054626