- 起步
- Association rule Lerning關聯規則學習算法
- Classification分類算法
- SVC
- KNearestNeighbors Classifier
- NaiveBayes Classifier
- Regression回歸算法
- LeastSquares
- SVR
- Clustering聚類算法
- KMeans
- DBSCAN
- Metric度量算法
- Accuracy
- Confusion Matrix
- Classification Report
- Workflow工作流
- Neural Network神經網絡
- Cross Validation交叉驗證
- Random Split
- Stratified Random Split
- Feature Selection特征選擇
- Variance Threshold
- SelectKBest
- Preprocessing預處理
- Normalization
- Imputation missing values
- Feature Extraction特征提取
- Token Count Vectorizer
- Tf-idf Transformer
- Datasets數據集
- ArrayDataset
- CsvDataset
- FilesDataset
- SvmDataset
- MnistDataset
- 準備使用數據集
- Iris
- Wine Dataset
- Glass Dataset
- Models management模型管理
- Math數學
- Distance
- Matrix
- set
- Statistic統計