XuesenYang's repositories
Several-Simple-Regression-Prediction-Methods
Several Simple Regression Prediction Methods（including-SVR, LR, Lasso, ElasticNet, Gradient Boosting, Xgboost, lightGBM, Random Forest）
How-to-calculate-the-classification-model-performance
In classification, Accuracy, Precision, Recall, F1, Confusion Matrix, ROC, AUC are the important Evaluation Indicator
Several-Feature-Extraction-Methods
Several simple feature extraction methods are PCA, LDA, SVD and LLE
2-D-Particle-Swarm-based-feature-selection
Code of article 'A two-dimensional (2-D) learning framework for Particle Swarm based feature selection'
AI_Algorithm_Analysis
Implementation and Analysis of AI algorithms - Best First Search , Beam Search , A Star Search , Hill Climbing
Boosted-Regression-Tree-in-Prediction-with-variable-selection
One Boosted Regression Tree method in Prediction of Industrial Steam Volume after variable selection
KNN-classification-with-python
Layered sampling 10 fold cross validation＋30runtimes＋Multiple assessment
People_Counter
Implementation of people counter using object detection with YOLO_v3 and object tracking