├── README.md ├── 模型构建 ├── bayes │ └── bayes.py ├── lightGBM │ ├── lgb_countvector(a)+doc(a)+hash(a).py │ └── lgb_countvector(w)+doc(w)+hash(w).py ├── linear │ └── linear_tfidf(word+article).py ├── linearsvm │ ├── linearsvm(C=5)_tfidf(linearsvm_w+lr_a).py │ └── linearsvm(C=5)_tfidf(word+article).py ├── lr │ ├── lr(C=120)_tfidf(linearsvm_w+lr_a).py │ └── lr(C=120)_tfidf(word+article).py ├── xgboost │ └── xgboost.py └── 遗传算法 │ ├── GA+LR(1).py │ └── GA+LR.py ├── 模型融合 ├── 分类融合 │ └── voting.py └── 概率融合 │ └── merge.py └── 特征工程 ├── 构建特征 ├── doc2vec │ └── doc2vec_word.py ├── hash │ └── hash_word.py ├── length │ └── length_word.py ├── tfidf │ └── tfidf.py ├── 模型挑选特征 │ ├── linearsvm │ │ └── linearsvm-tfidf(word).py │ └── lr │ │ └── lr-tfidf(word).py └── 降维 │ ├── lda │ └── lda_countvector(word).py │ └── lsa │ └── lsa_tfidf(word).py └── 特征组合 ├── countvector(w)+doc(w)+hash(w) └── countvector(w)+doc(w)+hash(w).py ├── linearsvm-tfidf(word)+lr-tfidf(article) └── 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