From df82515a33fcf9fd1b9866b393d4e850dd9674a7 Mon Sep 17 00:00:00 2001 From: hotsixman Date: Sat, 25 Apr 2026 15:50:38 +0900 Subject: [PATCH] lightgbm --- .gemini/checkpoint-final.md | 33 +- .gemini/difficulty-factors.md | 39 +- .gemini/notes.md | 26 +- .gemini/pipeline-design.md | 42 +- docs/3-1.xgboost.md | 56 + output/.DS_Store | Bin 0 -> 6148 bytes output/lightgbm/compare.json | 9824 +++++++++ {test => output/lightgbm}/features.json | 0 .../lightgbm/features_lgbm.txt | 0 output/lightgbm/model_lgbm.pkl | Bin 0 -> 2891635 bytes .../lightgbm/scaler_lgbm.pkl | Bin output/lightgbm/temp.json | 17594 ++++++++++++++++ output/lightgbm2/compare.json | 9824 +++++++++ output/lightgbm2/features.json | 17594 ++++++++++++++++ output/lightgbm2/features_lgbm.txt | 8 + output/lightgbm2/model_lgbm.pkl | Bin 0 -> 1501749 bytes output/lightgbm2/scaler_lgbm.pkl | Bin 0 -> 807 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 0 -> 1176304 bytes output/lightgbm3/scaler_lgbm.pkl | Bin 0 -> 807 bytes output/lightgbm3/temp.json | 17594 ++++++++++++++++ output/xgboost/compare.json | 9824 +++++++++ output/xgboost/features.json | 17594 ++++++++++++++++ output/xgboost/features.txt | 8 + output/xgboost/model.pkl | Bin 0 -> 1781252 bytes output/xgboost/scaler.pkl | Bin 0 -> 807 bytes output/xgboost/temp.json | 17594 ++++++++++++++++ predict/predict_lightgbm.py | 70 + predict/predict_xgboost.py | 13 +- script/compare.ts | 147 +- script/preprocess.ts | 6 +- test/model.pkl | Bin 17251955 -> 0 bytes train/train_lightgbm.py | 152 + train/train_xgboost_full.py | 313 - 37 files changed, 162982 insertions(+), 393 deletions(-) create mode 100644 docs/3-1.xgboost.md create mode 100644 output/.DS_Store create mode 100644 output/lightgbm/compare.json rename {test => output/lightgbm}/features.json (100%) rename test/features.txt => output/lightgbm/features_lgbm.txt (100%) create mode 100644 output/lightgbm/model_lgbm.pkl rename test/scaler.pkl => output/lightgbm/scaler_lgbm.pkl (100%) create mode 100644 output/lightgbm/temp.json create mode 100644 output/lightgbm2/compare.json create mode 100644 output/lightgbm2/features.json create mode 100644 output/lightgbm2/features_lgbm.txt create mode 100644 output/lightgbm2/model_lgbm.pkl create mode 100644 output/lightgbm2/scaler_lgbm.pkl create mode 100644 output/lightgbm2/temp.json create mode 100644 output/lightgbm3/compare.json create mode 100644 output/lightgbm3/features.json create mode 100644 output/lightgbm3/features_lgbm.txt create mode 100644 output/lightgbm3/model_lgbm.pkl create mode 100644 output/lightgbm3/scaler_lgbm.pkl create mode 100644 output/lightgbm3/temp.json create mode 100644 output/xgboost/compare.json create mode 100644 output/xgboost/features.json create mode 100644 output/xgboost/features.txt create mode 100644 output/xgboost/model.pkl create mode 100644 output/xgboost/scaler.pkl create mode 100644 output/xgboost/temp.json create mode 100644 predict/predict_lightgbm.py delete mode 100644 test/model.pkl create mode 100644 train/train_lightgbm.py delete mode 100644 train/train_xgboost_full.py diff --git a/.gemini/checkpoint-final.md b/.gemini/checkpoint-final.md index d7a3ac4..4999e5f 100644 --- a/.gemini/checkpoint-final.md +++ b/.gemini/checkpoint-final.md @@ -1,21 +1,20 @@ -# fumen-analyze 최종 진행 리포트 (Final) +# fumen-analyze 프로젝트 상태 보고 (Current) -## 1. 모델 성능 요약 -- **최종 MAE**: **0.1758** -- **모델 유형**: `GradientBoostingRegressor` (Warm Start + Precision Tuning) -- **최종 Estimators**: 1,600개 -- **성과**: 30개 이상의 피처를 기반으로 채보의 미세한 난이도 차이를 성공적으로 학습. 이상치(에러 > 1.0)를 배제한 정밀 튜닝으로 안정성 확보. +## 1. 모델 아키텍처 전환 +- **이전**: `GradientBoostingRegressor` (scikit-learn) +- **현재**: `XGBRegressor` (XGBoost) +- **변경 사유**: 대규모 데이터셋에 대한 학습 속도 향상 및 하이퍼파라미터 튜닝의 유연성 확보. -## 2. 핵심 피처 가중치 (추정) -- **밀도**: Global NPS, Peak NPS (1s/2s) -- **리듬**: 엇박 비율(Triplets), 리듬 표준편차, 가속도 -- **패턴**: 손 배치 전환(Hand-switching), 3노트 단위 패턴 복잡도 -- **기믹**: SV/BPM 변화 빈도 및 변동성 +## 2. 성능 지표 (목표치) +- **목표 MAE**: **0.15 이하** (현재 약 0.17~0.18 추정) +- **허용 오차 범위**: ±0.1 (상수 단위 기준) +- **성과**: 리듬 복잡도 및 순간 밀도 피처를 도입하여 10성급 고난이도 채보 간의 미세한 서열(상수 11.0~12.0)을 유의미하게 구분 중. -## 3. 사용 안내 -- **학습 업데이트**: `./run_pipeline.sh` (현재 정밀 튜닝 모드 설정됨) -- **상수 예측**: `./run_predict.sh [diff]` -- **문서 참조**: `GUIDE.md` +## 3. 핵심 업데이트 사항 +- **BPM/Scroll 변화 감지**: `#BPMCHANGE` 뿐만 아니라 `#SCROLL` 변화를 결합한 시각적 속도 변화 피처 추가. +- **색상 복잡도 가중치**: 노트 간 간격이 좁을수록 더 높은 난이도 가중치를 부여하는 $1/\Delta t^2$ 로직 적용. +- **지속 학습 지원**: `CONTINUE_TRAINING` 옵션을 통해 기존 모델에 추가 데이터를 점진적으로 학습 가능. -## 4. 최종 결론 -현재 모델은 10성급 고난이도 곡들 사이의 미세한 '상수' 서열을 0.1~0.2 오차 범위 내에서 예측할 수 있는 수준에 도달했습니다. 추가 데이터 확보 시 0.1 미만으로의 진입이 충분히 가능합니다. +## 4. 향후 과제 +- `rhythm_complexity` 로직의 정교화 (비정형 박자 감지 강화). +- `measure.csv` 데이터셋 확충을 통한 과적합 방지 및 일반화 성능 향상. diff --git a/.gemini/difficulty-factors.md b/.gemini/difficulty-factors.md index 7573a45..e2b65ce 100644 --- a/.gemini/difficulty-factors.md +++ b/.gemini/difficulty-factors.md @@ -1,28 +1,23 @@ -# TJA 난이도 산정 핵심 요소 (Technical Factors) +# TJA 난이도 산정 피처 (Features) -학습 모델(DifficultyNet)에 입력되는 8가지 핵심 지표입니다. (spec.md 업데이트 반영) +`preprocess/featurize.ts`에서 추출되는 8가지 핵심 피처입니다. -## 1. 물리적 밀도 -- **density_avg**: 평균 노트 밀도 (총 노트 수 / 곡 길이) -- **density_peak**: 1초당 최대 밀도 (가장 촘촘한 구간의 노트 수) +## 1. 양적 지표 +- **note_count**: 총 노트 수. 곡의 길이에 따른 절대적인 노트 양. -## 2. BPM 및 속도 변화 -- **bpm_avg**: 곡의 평균 BPM -- **bpm_var**: BPM 변화율 (BPM 변속의 다양성) +## 2. 밀도 지표 +- **density_avg**: 평균 NPS. `(총 노트 수 / 곡의 총 소요 시간) * 1000`. +- **density_peak**: 순간 최대 밀도. 임의의 노트를 기준으로 1초 이내에 포함된 최대 노트 수. -## 3. 구조적 특징 -- **note_count**: 총 노트 수 -- **long_note_duration**: 전체 대비 긴 노트(지속형) 점유율 +## 3. 속도 변화 지표 +- **bpm_avg**: 노트별 BPM의 단순 산술 평균. +- **bpm_change**: BPM 변동 횟수. 인접한 두 노트 간 BPM 차이가 1.5 이상일 때 카운트. +- **scroll_change**: 시각적 속도(`BPM * Scroll`) 변동 횟수. 차이가 1.5 이상일 때 카운트. -## 4. 패턴 및 연타 -- **complex_ratio**: 복합 패턴(큰 북/작은 북 혼합) 비율 -- **roll_count**: 연타(Roll) 노트의 총 개수 +## 4. 구조적 복잡도 +- **rhythm_complexity**: 리듬의 정규성. 인접한 노트 간 시간 간격의 비율이 2의 거듭제곱(1, 0.5, 2 등)에 가까운 횟수를 카운트. + - *참고: 현재 코드는 정규 리듬일 때 증가하며, 문서와 실제 로직의 방향성이 반대일 수 있음.* +- **color_complexity**: 색상 배치 복잡도. 인접 노트의 색상(Don/Ka)이 바뀔 때, 그 간격의 제곱의 역수($1/\Delta t^2$)를 누적. 간격이 좁을수록 수치가 급격히 상승. -## 계산 로직 -- **밀도 계열**: 노트 간 시간 간격(`delta`)의 역수(`1/delta`)로 순시 밀도를 계산하여 `avg`/`peak` 도출. -- **BPM 계열**: `#BPM` 및 `#STOP` 명령을 기반으로 시간 축 전개 후 평균 및 표준편차(`var`) 계산. -- **패턴 계열**: 슬라이딩 윈도우(4~8개 노트)에서 노트 타입 변화(`d↔k`) 횟수를 측정하여 비율 산정. -- **연타 계열**: `#ROLL` 명령 및 입력 밀집 구간 카운트. - -## 중요 주의사항 -- 모든 Factor는 모델 학습 전 `StandardScaler` 또는 `RobustScaler`를 통해 반드시 이상치를 처리해야 합니다. +## 주의사항 +- `color_complexity`는 수치의 범위가 매우 클 수 있으므로 학습 시 `StandardScaler`를 통한 정규화가 필수적입니다. diff --git a/.gemini/notes.md b/.gemini/notes.md index 9283ebb..ec921e8 100644 --- a/.gemini/notes.md +++ b/.gemini/notes.md @@ -2,16 +2,20 @@ ## Technical Stack - **Runtime**: [Bun](https://bun.sh/) -- **Language**: TypeScript -- **Library**: [tja](https://www.npmjs.com/package/tja) (TJA parser) +- **Language**: TypeScript (Preprocessing), Python (Machine Learning) +- **ML Library**: [XGBoost](https://xgboost.readthedocs.io/), [scikit-learn](https://scikit-learn.org/) +- **TJA Parser**: [tja-parser](https://www.npmjs.com/package/tja-parser) -## Key Documents -- `.gemini/tja-spec.md`: Rigorous TJA format specification. -- `tja-format.mediawiki`: Original source document. -- `measure.csv`: Dataset with columns `상수`, `songno`, `diff`. +## Key Directories +- `preprocess/`: TJA 파싱 및 피처 추출 로직 (TypeScript) +- `script/`: 전처리, 학습 제어 스크립트 +- `train/`: XGBoost 학습 엔진 (Python) +- `predict/`: 추론 엔진 (Python) +- `datas/tja/`: 원본 TJA 데이터셋 +- `datas/measure.csv`: 정답지 (상수 데이터) +- `test/`: 학습 결과물 (model.pkl, scaler.pkl, features.json) -## Models (model/) -- `constant_predictor.py`: DNN 기반 상수 예측 모델. - -## Library Usage (tja) -... +## Data Flow +1. `datas/tja/*.tja` → `script/preprocess.ts` → `test/features.json` +2. `test/features.json` + `datas/measure.csv` → `train/train_xgboost.py` → `test/model.pkl` +3. `test/model.pkl` + `test/features.json` → `predict/predict_xgboost.py` → Result diff --git a/.gemini/pipeline-design.md b/.gemini/pipeline-design.md index a93285a..75f75ff 100644 --- a/.gemini/pipeline-design.md +++ b/.gemini/pipeline-design.md @@ -1,13 +1,35 @@ -# 파이프라인 실행 규칙 +# 파이프라인 실행 가이드 -모든 경로는 실행 시점에 인자로 지정하여 관리합니다. +모든 실행은 프로젝트 루트 디렉토리에서 수행합니다. -## 1. 학습 파이프라인 (`run_train.sh`) -- **인자 1 (TJA_DIR)**: 학습용 TJA 채보가 저장된 폴더 (예: `sample/training`) -- **인자 2 (MODEL_PATH)**: 모델이 저장될 경로 (예: `output/model/v2_constant`) -- **인자 3 (DATASET_DIR)**: 데이터셋이 저장될 폴더 (예: `output/dataset`) +## 1. 전처리 (Feature Extraction) +TJA 파일들로부터 피처를 추출하여 `features.json`을 생성합니다. +```bash +bun run script/preprocess.ts --workingDir ./test --dataDir ./datas +``` +- **--workingDir**: 결과물(`features.json`)이 저장될 폴더. +- **--dataDir**: 원본 데이터(`tja/` 폴더)가 위치한 폴더. -## 2. 예측 파이프라인 (`run_predict.sh`) -- **인자 1 (MODEL_PATH)**: 추론에 사용할 모델 경로 -- **인자 2 (TJA_DIR)**: 예측할 TJA 채보가 모여있는 폴더 -- **인자 3 (OUTPUT_DIR)**: 결과가 저장될 폴더 +## 2. 모델 학습 (Training) +추출된 피처와 상수 데이터를 사용하여 XGBoost 모델을 학습시킵니다. +```bash +python3 train/train_xgboost.py \ + --workingDir ./test \ + --dataDir ./datas \ + --trainSize 1000 \ + --validSize 200 +``` +- **--trainSize / --validSize**: 학습 및 검증에 사용할 데이터 수. + +## 3. 난이도 예측 (Inference) +특정 곡 번호(`songno`)에 대한 난이도 상수를 예측합니다. +```bash +python3 predict/predict_xgboost.py --workingDir ./test --songno 1000 +``` +- **--songno**: 예측할 곡의 번호 (파일명 기준). + +## 주요 산출물 (in `workingDir`) +- `features.json`: 추출된 피처 데이터셋. +- `model.pkl`: 학습된 XGBoost 모델 파일. +- `scaler.pkl`: 피처 정규화를 위한 Scaler 객체. +- `features.txt`: 학습에 사용된 피처 이름 목록. diff --git a/docs/3-1.xgboost.md b/docs/3-1.xgboost.md new file mode 100644 index 0000000..86d8494 --- /dev/null +++ b/docs/3-1.xgboost.md @@ -0,0 +1,56 @@ +# XGBoost 기반 난이도 상수 예측 모델 + +이 문서는 프로젝트의 핵심 학습 엔진인 XGBoost 모델의 구조, 하이퍼파라미터 및 파이프라인 과정을 설명합니다. + +## 1. 모델 개요 +본 프로젝트는 태고의 달인 채보의 미세한 난이도 차이(상수)를 예측하기 위해 **XGBoost (Extreme Gradient Boosting)** 회귀 모델을 사용합니다. 8가지 주요 피처를 입력으로 받아 0.1 단위의 정밀한 난이도 상수를 출력하는 것을 목표로 합니다. + +## 2. 하이퍼파라미터 설정 +`train/train_xgboost.py`에 정의된 주요 설정값은 다음과 같습니다. + +| 파라미터 | 설정값 | 설명 | +| :--- | :--- | :--- | +| `N_ESTIMATORS` | 500 | 결정 트리의 개수 | +| `MAX_DEPTH` | 6 | 각 트리의 최대 깊이 | +| `LEARNING_RATE` | 0.05 | 학습률 (경사 하강 단계의 크기) | +| `SUBSAMPLE` | 0.8 | 각 트리 학습 시 사용할 데이터 샘플 비율 (과적합 방지) | +| `COLSAMPLE_BYTREE` | 0.8 | 각 트리 학습 시 사용할 피처 비율 | +| `RANDOM_STATE` | 42 | 결과 재현성을 위한 난수 시드 | +| `Objective` | `reg:squarederror` | 평균 제곱 오차 최소화를 목표로 함 | + +## 3. 학습 프로세스 (Training Pipeline) + +### A. 데이터 로드 및 매칭 +- `features.json`: 전처리 단계에서 추출된 채보별 피처 데이터. +- `measure.csv`: 각 곡의 `songno`, `diff`에 대응하는 실제 난이도 상수(Label). +- 두 데이터를 `(songno, difficulty)` 키를 기준으로 매칭하여 학습 데이터셋을 구성합니다. + +### B. 전처리 및 정규화 +- **Feature Selection**: `songno`, `difficulty`를 제외한 모든 수치형 데이터를 피처로 사용합니다. +- **Scaling**: `sklearn.preprocessing.StandardScaler`를 사용하여 피처의 평균을 0, 분산을 1로 정규화합니다. 이는 `color_complexity`와 같이 수치 범위가 큰 피처가 모델에 과도한 영향을 주는 것을 방지합니다. + +### C. 모델 학습 및 지속 학습 (Warm Start) +- `CONTINUE_TRAINING` 옵션이 활성화된 경우, 기존에 저장된 `model.pkl`과 `scaler.pkl`을 로드하여 이전 상태를 유지하며 추가 학습을 진행합니다. + +## 4. 평가 지표 +- **MAE (Mean Absolute Error)**: 실제 상수와 예측값 간의 절대 오차 평균. +- **Accuracy (±0.1)**: 예측값이 실제 값과 0.1 이내로 일치하는 비율을 측정하여 실질적인 예측 성능을 평가합니다. +- **Feature Importance**: 학습 완료 후 각 피처가 예측에 기여한 중요도를 출력하여 모델의 판단 근거를 확인합니다. + +## 5. 예측 프로세스 (Inference) +`predict/predict_xgboost.py`를 통해 다음 과정을 거쳐 결과를 도출합니다. + +1. 학습 시 저장된 `model.pkl`, `scaler.pkl`, `features.txt` 로드. +2. 입력받은 `songno`에 해당하는 피처를 `features.json`에서 탐색. +3. 학습 시와 동일한 순서로 피처 벡터를 구성하고 Scaler를 적용. +4. 모델을 통해 예측을 수행하고 결과를 JSON 배열 형태로 출력. + +```json +[ + { + "songno": "1000", + "diff": "oni", + "predicted": 11.2345 + } +] +``` diff --git a/output/.DS_Store b/output/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..15006226cdc95d224470ab62a1273e4d5c32aa94 GIT binary patch literal 6148 zcmeHK%}T>S5T32oZV;gd1-&hJE!b93#7n641&ruHr6#nr!I+gMwL&T6t}o<^_&m<+ zZbhx01d%cWv)^WZHte@yCj$VYHR?71ssJES2}>Rh-w63h=cME;ONhd(kwYIMxQoWw z{aiE~{v!i)b`lbZ@#F^Z;ryaRN9cQr?vpsn>-ASrS}HHERAfc2%IjdD$3Y(EqpTGU zFX`z_>m-`Z!{|KjjXTx#W1Z$7>cZ`eH^dAu1HWZ}?gxcR=sPSdnyUi` z(*hut(QE|g)Jsr~a_BoOETRWR*i=NDDqM>pY&zPNi}M{87Hv8R*L(=~X5l&%Vcw4G zD-#aFx5y(izzlq5fO-{t#iAiTB}fRP)R7R nu=t*W6H|&YmP+v^su8p+njrcP3yWw$;U57*0}sr=pEB?Ud%{zl literal 0 HcmV?d00001 diff --git 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