~~~[purchase:490]
https://ihavenolimitations.xyz/lizhizheng/php-ml/purchase
~~~
- 起步
- Association rule Lerning关联规则学习算法
- Classification分类算法
- SVC
- KNearestNeighbors Classifier
- NaiveBayes Classifier
- Regression回归算法
- LeastSquares
- SVR
- Clustering聚类算法
- KMeans
- DBSCAN
- Metric度量算法
- Accuracy
- Confusion Matrix
- Classification Report
- Workflow工作流
- Neural Network神经网络
- Cross Validation交叉验证
- Random Split
- Stratified Random Split
- Feature Selection特征选择
- Variance Threshold
- SelectKBest
- Preprocessing预处理
- Normalization
- Imputation missing values
- Feature Extraction特征提取
- Token Count Vectorizer
- Tf-idf Transformer
- Datasets数据集
- ArrayDataset
- CsvDataset
- FilesDataset
- SvmDataset
- MnistDataset
- 准备使用数据集
- Iris
- Wine Dataset
- Glass Dataset
- Models management模型管理
- Math数学
- Distance
- Matrix
- set
- Statistic统计