lightgbm result

2026-04-25 18:14:04 +09:00
parent c2e07b979a
commit 8ece1be4f9
17 changed files with 5323 additions and 1085 deletions
--- a/output/lightgbm_factor/factors.json
+++ b/output/lightgbm_factor/factors.json
--- a/output/lightgbm_factor/model.pkl
+++ b/output/lightgbm_factor/model.pkl
--- a/output/lightgbm_factor/scaler.pkl
+++ b/output/lightgbm_factor/scaler.pkl
--- a/output/lightgbm_factor/validate.json
+++ b/output/lightgbm_factor/validate.json
--- a/output/lightgbm_factor/validate.png
+++ b/output/lightgbm_factor/validate.png
--- a/output/lightgbm_feature/features.json
+++ b/output/lightgbm_feature/features.json
--- a/output/lightgbm_feature/features.txt
+++ b/output/lightgbm_feature/features.txt
@@ -0,0 +1,8 @@
+bpm_avg
+bpm_change
+color_complexity
+density_avg
+density_peak
+note_count
+rhythm_complexity
+scroll_change
--- a/output/lightgbm_feature/model.pkl
+++ b/output/lightgbm_feature/model.pkl
--- a/output/lightgbm_feature/scaler.pkl
+++ b/output/lightgbm_feature/scaler.pkl
--- a/output/lightgbm_feature/validate.json
+++ b/output/lightgbm_feature/validate.json
--- a/output/lightgbm_feature/validate.png
+++ b/output/lightgbm_feature/validate.png
--- a/output/xgboost_factor/model.pkl
+++ b/output/xgboost_factor/model.pkl
--- a/output/xgboost_factor/validate.json
+++ b/output/xgboost_factor/validate.json
--- a/output/xgboost_factor/validate.png
+++ b/output/xgboost_factor/validate.png
--- a/output/xgboost_feature/validate.json
+++ b/output/xgboost_feature/validate.json
--- a/output/xgboost_feature/validate_.png
+++ b/output/xgboost_feature/validate_.png
--- a/train/factor/train_xgboost.py
+++ b/train/factor/train_xgboost.py
@@ -26,9 +26,9 @@ TRAIN_SIZE = 0
 VALID_SIZE = 0
 RANDOM_STATE = 42

-N_ESTIMATORS = 500
-MAX_DEPTH = 6
-LEARNING_RATE = 0.05
+N_ESTIMATORS = 800
+MAX_DEPTH = 5
+LEARNING_RATE = 0.01
 CONTINUE_TRAINING = True
 ERROR_TOLERANCE = 0.1