From 956c53ba237b84d0ce72c1dddd4a338c9426ace9 Mon Sep 17 00:00:00 2001 From: hotsixman Date: Sat, 25 Apr 2026 16:51:07 +0900 Subject: [PATCH] docs --- .DS_Store | Bin 6148 -> 6148 bytes abs_error_analysis.png | Bin 0 -> 174415 bytes docs/3-2.lightgbm.md | 41 + docs/4. train script.md | 67 + output/lightgbm/compare.json | 9824 ------------- output/lightgbm/model_lgbm.pkl | Bin 2891635 -> 797248 bytes output/lightgbm/scaler_lgbm.pkl | Bin 807 -> 807 bytes output/lightgbm2/compare.json | 9824 ------------- output/lightgbm2/features.json | 17594 ------------------------ output/lightgbm2/features_lgbm.txt | 8 - output/lightgbm2/model_lgbm.pkl | Bin 1501749 -> 0 bytes output/lightgbm2/scaler_lgbm.pkl | Bin 807 -> 0 bytes output/lightgbm2/temp.json | 17594 ------------------------ output/lightgbm3/compare.json | 9824 ------------- output/lightgbm3/features.json | 17594 ------------------------ output/lightgbm3/features_lgbm.txt | 8 - output/lightgbm3/model_lgbm.pkl | Bin 1176304 -> 0 bytes output/lightgbm3/scaler_lgbm.pkl | Bin 807 -> 0 bytes output/lightgbm3/temp.json | 17594 ------------------------ output/xgboost_copy/features.json | 74 - script/{train.ts => train_feature.ts} | 6 +- script/visualize_abs_errors.py | 50 + train/train_lightgbm.py | 74 +- train/train_xgboost.py | 88 +- 24 files changed, 312 insertions(+), 99952 deletions(-) create mode 100644 abs_error_analysis.png create mode 100644 docs/3-2.lightgbm.md create mode 100644 docs/4. train script.md delete mode 100644 output/lightgbm/compare.json delete mode 100644 output/lightgbm2/compare.json delete mode 100644 output/lightgbm2/features.json delete mode 100644 output/lightgbm2/features_lgbm.txt delete mode 100644 output/lightgbm2/model_lgbm.pkl delete mode 100644 output/lightgbm2/scaler_lgbm.pkl delete mode 100644 output/lightgbm2/temp.json delete mode 100644 output/lightgbm3/compare.json delete mode 100644 output/lightgbm3/features.json delete mode 100644 output/lightgbm3/features_lgbm.txt delete mode 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zEEO_6<>}Kg#Co_Akv%|dTGQk3{|wZk-1!c;jXLf4-nze4?}685KI*xC%r@Zw!*kP0 zV1YmT%=x&_J9b#4&j((0bN4s!Y{Rpb+vX^!&A&+cbRKJbpT?Z7h~&b?0f zoO=#VJQJ-n+Kx`iXg$?*R8n*vxx&V;|_SgITp_?CgPqw&Dwz}_1tgZ zAcWbC^m}_M&lv(wWttq;`_tk5`G3d$0Iv_J=(l>M@x1ub{`&g&pkBdyP_^@TFYsmt z-fvs?vsUxIDYgflbFdTGk@_+Zcw2Aj?;FK$b^=co@!6cbW#`ZS*aZjJGai|aJiAUCbtK;V6IH;g-vQ|s$cXB;F!bg4Ym&J(;xp@ z20EoWb9;(oiN$6!w`~vJ14m_L-Yf(fQ=+K_p3za<_G4vhJMgaJvMS5y(l5Z#z^xe< zm4KJ~+1@zptR1obEwHnB`K9Cjgo8}LQSvo;fzey;1J4GTo6mCwc$&q_-u(5e|JL5P z-=(XTRSQ~MDG(Q70$P_X-N02F@fuHIw)r-z4M>_{KMvcspb$+HOb)V>gTe~DWM4fhjPH& literal 0 HcmV?d00001 diff --git a/docs/3-2.lightgbm.md b/docs/3-2.lightgbm.md new file mode 100644 index 0000000..3b95dd3 --- /dev/null +++ b/docs/3-2.lightgbm.md @@ -0,0 +1,41 @@ +# LightGBM 기반 난이도 상수 예측 모델 + +이 문서는 프로젝트의 또 다른 학습 엔진인 LightGBM 모델의 구조, 하이퍼파라미터 및 특징을 설명합니다. + +## 1. 모델 개요 +**LightGBM (Light Gradient Boosting Machine)**은 트리 기반 학습 알고리즘으로, XGBoost와 유사하지만 'Leaf-wise' 트리 성장 방식을 사용하여 더 빠르고 메모리 효율적인 학습이 가능합니다. 특히 대규모 데이터셋에서 높은 성능을 발휘하며, 본 프로젝트에서는 XGBoost와의 비교 및 앙상블 가능성을 열어두기 위해 도입되었습니다. + +## 2. 하이퍼파라미터 설정 +`train/train_lightgbm.py`에 정의된 주요 설정값은 다음과 같습니다. XGBoost보다 더 깊고 복잡한 트리를 형성하도록 설정되어 있습니다. + +| 파라미터 | 설정값 | 설명 | +| :--- | :--- | :--- | +| `learning_rate` | 0.02 | 학습률. XGBoost(0.05)보다 낮게 설정하여 더 정밀하게 수렴 | +| `num_leaves` | 63 | 하나의 트리가 가질 수 있는 최대 잎(Leaf) 수. 복잡한 패턴 학습에 유리 | +| `n_estimators` | 3000 | 결정 트리의 개수. 충분한 학습을 위해 크게 설정 | +| `feature_fraction`| 0.9 | 각 트리 학습 시 사용할 피처 비율 (과적합 방지) | +| `bagging_fraction`| 0.8 | 데이터 샘플링 비율 | +| `bagging_freq` | 5 | 배깅 수행 빈도 | +| `early_stopping` | 100 | 검증 오차가 개선되지 않을 경우 학습을 조기 종료하는 라운드 수 | + +## 3. LightGBM 모델의 특징 + +### A. Leaf-wise 성장 방식 +- 대부분의 boosting 알고리즘이 Level-wise(수평 성장) 방식을 사용하는 것과 달리, LightGBM은 **Leaf-wise(수직 성장)** 방식을 사용합니다. +- 이 방식은 손실(Loss)을 가장 많이 줄일 수 있는 잎 노드를 계속 분할하므로, 동일한 분할 횟수에서 Level-wise보다 더 낮은 손실을 달성할 수 있습니다. + +### B. 실행 속도 및 효율성 +- XGBoost 대비 학습 속도가 매우 빠르며 메모리 사용량이 적습니다. +- 많은 양의 데이터를 처리할 때 이점이 큽니다. + +## 4. 학습 및 검증 프로세스 +XGBoost와 동일한 파이프라인을 따르며, 결과물은 다음과 같이 구분되어 저장됩니다. + +- **모델 파일**: `model_lgbm.pkl` +- **스케일러**: `scaler_lgbm.pkl` +- **피처 목록**: `features_lgbm.txt` +- **검증 결과**: `validate.json`, `validate.png` + +## 5. 모델 평가 +- LightGBM은 하이퍼파라미터 변화에 민감하므로 과적합(Overfitting) 여부를 `validate.png`를 통해 상시 모니터링해야 합니다. +- 현재 설정은 높은 `n_estimators`와 낮은 `learning_rate`를 통해 아주 미세한 채보의 차이까지 학습하는 것을 목표로 하고 있습니다. diff --git a/docs/4. train script.md b/docs/4. train script.md new file mode 100644 index 0000000..81955f0 --- /dev/null +++ b/docs/4. train script.md @@ -0,0 +1,67 @@ +# 4. 학습 스크립트 (Training Script) 가이드 + +이 문서는 `train/` 폴더 내의 학습 스크립트(`train_xgboost.py`, `train_lightgbm.py`)의 구조와 실행 과정을 설명합니다. + +## 1. 실행 구조 및 파라미터 + +학습 스크립트는 명령행 인자(CLI Arguments)를 통해 제어됩니다. + +### 실행 예시 +```bash +python3 train/train_xgboost.py \ + --workingDir ./output/xgboost \ + --dataDir ./datas \ + --trainSize 1000 \ + --validSize 200 +``` + +### 파라미터 상세 +- `--workingDir`: 학습 결과물(`model.pkl`, `validate.json` 등)이 저장될 경로입니다. +- `--dataDir`: 정답 데이터(`measure.csv`)가 위치한 경로입니다. +- `--trainSize`: 전체 데이터셋 중 학습에 사용할 샘플 수입니다. +- `--validSize`: 학습에 참여하지 않고 모델 평가(검증)에만 사용할 샘플 수입니다. + +## 2. 데이터 처리 및 학습 파이프라인 + +스크립트 내부의 `train_model` 함수는 다음 순서로 동작합니다. + +### A. 데이터 로드 및 매칭 +1. `workingDir`에서 `features.json`(전처리된 피처)을 읽어옵니다. +2. `dataDir`에서 `measure.csv`(정답 난이도)를 읽어옵니다. +3. `(songno, difficulty)`를 키로 사용하여 두 데이터를 매칭하고 하나의 데이터셋으로 결합합니다. + +### B. 데이터셋 분리 (Train/Valid Split) +1. 결합된 데이터셋을 `RANDOM_STATE(42)`를 기반으로 무작위로 섞습니다(Shuffle). +2. 앞에서부터 `TRAIN_SIZE` 만큼을 학습 데이터로, 그 뒤의 `VALID_SIZE` 만큼을 검증 데이터로 엄격히 분리하여 모델의 일반화 성능을 보장합니다. + +### C. 정규화 (Scaling) +1. `StandardScaler`를 사용하여 피처의 평균을 0, 분산을 1로 조정합니다. +2. `CONTINUE_TRAINING` 옵션이 켜져 있고 기존 `scaler.pkl`이 있다면 이를 로드하여 일관성을 유지합니다. + +### D. 모델 학습 및 지속 학습 (Warm Start) +1. 모델 객체를 생성하거나, 기존 `model.pkl`이 있다면 이를 로드합니다. +2. 기존 모델이 있는 경우 이전 학습 상태를 유지한 채 새로운 데이터로 가중치를 미세 조정(Fine-tuning)합니다. + +## 3. 검증 및 결과 시각화 + +학습 완료 직후, 모델이 학습 중에 보지 못한 검증 데이터셋(`X_valid`)을 사용하여 성능을 평가합니다. + +1. **지표 계산**: MAE(Mean Absolute Error)와 오차 범위 ±0.1 이내의 정확도를 산출합니다. +2. **validate.json 저장**: 검증된 각 곡의 실제값, 예측값, 오차를 에러 절댓값 내림차순으로 저장합니다. +3. **validate.png 생성**: 에러의 분포를 한눈에 볼 수 있도록 산점도 그래프를 생성합니다. (X축: 에러 크기 순, Y축: 에러 절댓값) + +## 4. 주요 산출물 (Outputs) + +학습이 성공하면 `workingDir` 폴더에 다음 파일들이 생성/업데이트됩니다. + +| 파일명 | 내용 | +| :--- | :--- | +| `model.pkl` | 학습된 모델 바이너리 | +| `scaler.pkl` | 피처 정규화를 위한 Scaler 객체 | +| `features.txt` | 학습에 사용된 피처 이름 목록 및 순서 | +| `validate.json` | 검증 데이터셋에 대한 상세 예측 결과 (JSON) | +| `validate.png` | 검증 에러 분포 시각화 그래프 (PNG) | + +## 5. 주의사항 +- `features.json`이 먼저 생성되어 있어야 학습이 가능합니다 (`preprocess.ts` 선행 필요). +- `TRAIN_SIZE + VALID_SIZE`가 전체 가용 데이터 수보다 크면 오류가 발생합니다. diff --git a/output/lightgbm/compare.json b/output/lightgbm/compare.json deleted file mode 100644 index 72c8fec..0000000 --- a/output/lightgbm/compare.json +++ /dev/null @@ -1,9824 +0,0 @@ -{ - "summary": { - "total_compared": 1402, - "average_absolute_error": 0.2209804564907278, - "timestamp": "2026-04-25T05:04:52.416Z", - "script_used": "predict/predict_lightgbm.py" - }, - "details": [ - { - "songno": "43", - "diff": "oni", - "actual": 8.1, - "predicted": 4.8798, - "error": 3.2201999999999993 - }, - { - "songno": "506", - "diff": "ura", - "actual": 7.5, - "predicted": 4.445, - "error": 3.0549999999999997 - }, - { - "songno": "831", - "diff": "ura", - "actual": 9.5, - "predicted": 6.7235, - "error": 2.7765000000000004 - }, - { - "songno": "719", - "diff": "oni", - "actual": 9.9, - "predicted": 7.3567, - "error": 2.5433000000000003 - }, - { - "songno": "1382", - "diff": "ura", - "actual": 7.6, - "predicted": 5.2197, - "error": 2.3803 - }, - { - "songno": "1214", - "diff": "oni", - "actual": 6, - "predicted": 8.3393, - "error": 2.3392999999999997 - }, - { - "songno": "935", - "diff": "oni", - "actual": 9.5, - "predicted": 7.2974, - "error": 2.2026000000000003 - }, - { - "songno": "1375", - "diff": "oni", - "actual": 1.1, - "predicted": 3.2193, - "error": 2.1193 - }, - { - "songno": "1394", - "diff": "oni", - "actual": 10.3, - "predicted": 8.2169, - "error": 2.0831 - }, - { - "songno": "1185", - "diff": "oni", - "actual": 10.5, - "predicted": 8.5389, - "error": 1.9611 - }, - { - "songno": "503", - "diff": "oni", - "actual": 11.3, - "predicted": 9.3965, - "error": 1.903500000000001 - }, - { - "songno": "967", - "diff": "oni", - "actual": 8.8, - "predicted": 6.9016, - "error": 1.8984000000000005 - }, - { - "songno": "1199", - "diff": "oni", - "actual": 4.3, - "predicted": 2.4051, - "error": 1.8948999999999998 - }, - { - "songno": "1090", - "diff": "oni", - "actual": 4.2, - "predicted": 2.3289, - "error": 1.8711000000000002 - }, - { - "songno": "1138", - "diff": "oni", - "actual": 4.1, - "predicted": 5.9044, - "error": 1.8044000000000002 - }, - { - "songno": "663", - "diff": "oni", - "actual": 4.1, - "predicted": 5.8735, - "error": 1.7735000000000003 - }, - { - "songno": "762", - "diff": "oni", - "actual": 10.3, - "predicted": 8.5287, - "error": 1.7713 - }, - { - "songno": "405", - "diff": "oni", - "actual": 3.1, - "predicted": 4.8485, - "error": 1.7484999999999995 - }, - { - "songno": "48", - "diff": "ura", - "actual": 9.2, - "predicted": 7.4876, - "error": 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- "error": 1.5495 - }, - { - "songno": "673", - "diff": "oni", - "actual": 8.9, - "predicted": 7.3605, - "error": 1.5395000000000003 - }, - { - "songno": "654", - "diff": "oni", - "actual": 4.5, - "predicted": 6.0395, - "error": 1.5395000000000003 - }, - { - "songno": "1303", - "diff": "oni", - "actual": 4.3, - "predicted": 2.7824, - "error": 1.5175999999999998 - }, - { - "songno": "316", - "diff": "oni", - "actual": 7.1, - "predicted": 5.593, - "error": 1.5069999999999997 - }, - { - "songno": "578", - "diff": "oni", - "actual": 6.5, - "predicted": 5.0034, - "error": 1.4966 - }, - { - "songno": "92", - "diff": "oni", - "actual": 2.4, - "predicted": 3.8811, - "error": 1.4811 - }, - { - "songno": "205", - "diff": "oni", - "actual": 3, - "predicted": 4.4192, - "error": 1.4192 - }, - { - "songno": "42", - "diff": "oni", - "actual": 1.1, - "predicted": 2.4733, - "error": 1.3733 - }, - { - "songno": "1282", - "diff": "oni", - "actual": 3.8, - "predicted": 2.4446, - "error": 1.3554 - }, - { - "songno": "88", - "diff": "oni", - "actual": 8.1, - "predicted": 6.7654, - "error": 1.3346 - }, - { - "songno": "739", - "diff": "oni", - "actual": 7.1, - "predicted": 8.4253, - "error": 1.3253000000000004 - }, - { - "songno": "1010", - "diff": "oni", - "actual": 4.8, - "predicted": 6.1145, - "error": 1.3144999999999998 - }, - { - "songno": "365", - "diff": "oni", - "actual": 10, - "predicted": 8.726, - "error": 1.2739999999999991 - }, - { - "songno": "487", - "diff": "oni", - "actual": 3.5, - "predicted": 4.7707, - "error": 1.2706999999999997 - }, - { - "songno": "976", - "diff": "oni", - "actual": 8.7, - "predicted": 7.4379, - "error": 1.2620999999999993 - }, - { - "songno": "1245", - "diff": "oni", - "actual": 8.4, - "predicted": 7.1584, - "error": 1.2416 - }, - { - "songno": "1254", - "diff": "oni", - "actual": 5.9, - "predicted": 4.6614, - "error": 1.2386 - }, - { - "songno": "1412", - "diff": "oni", - "actual": 6.2, - "predicted": 7.415, - "error": 1.2149999999999999 - }, - { - "songno": "222", - "diff": "oni", - "actual": 4.4, - "predicted": 5.6081, - "error": 1.2081 - }, - { - "songno": "1163", - "diff": "oni", - "actual": 8.3, - "predicted": 7.1025, - "error": 1.1975000000000007 - }, - { - "songno": "1037", - "diff": "oni", - "actual": 9.2, - "predicted": 10.3854, - "error": 1.1854000000000013 - }, - { - "songno": "1391", - "diff": "ura", - "actual": 10.2, - "predicted": 11.3825, - "error": 1.182500000000001 - }, - { - "songno": "377", - "diff": "oni", - "actual": 4.3, - "predicted": 3.122, - "error": 1.178 - }, - { - "songno": "100", - "diff": "oni", - "actual": 5.3, - "predicted": 6.4691, - "error": 1.1691000000000003 - }, - { - "songno": "36", - "diff": "oni", - "actual": 1.6, - "predicted": 2.7677, - "error": 1.1677 - }, - { - "songno": "1190", - "diff": "oni", - "actual": 5.5, - "predicted": 6.6509, - "error": 1.1509 - }, - { - "songno": "543", - "diff": "oni", - "actual": 5.5, - "predicted": 4.3542, - "error": 1.1458000000000004 - }, - { - "songno": "507", - "diff": "ura", - "actual": 8, - "predicted": 9.1354, - "error": 1.1354000000000006 - }, - { - "songno": "749", - "diff": "oni", - "actual": 7.9, - "predicted": 9.0321, - "error": 1.1320999999999994 - }, - { - "songno": "586", - "diff": "oni", - "actual": 3.3, - "predicted": 4.4216, - "error": 1.1216 - }, - { - "songno": "197", - "diff": "oni", - "actual": 1.7, - "predicted": 2.8112, - "error": 1.1112 - }, - { - "songno": "121", - "diff": "oni", - "actual": 9.3, - "predicted": 8.1925, - "error": 1.1075 - }, - { - "songno": "1305", - "diff": "oni", - "actual": 7.8, - "predicted": 6.694, - "error": 1.1059999999999999 - }, - { - "songno": "601", - "diff": "oni", - "actual": 3.5, - "predicted": 4.5758, - "error": 1.0758 - }, - { - "songno": "928", - "diff": "oni", - "actual": 10.3, - "predicted": 9.2246, - "error": 1.0754000000000001 - }, - { - "songno": "374", - "diff": "oni", - "actual": 5.4, - "predicted": 6.4747, - "error": 1.0747 - }, - { - "songno": "1417", - "diff": "oni", - 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