├── .gitignore ├── README.md ├── WM-811K_semiconductor_wafer_map_pattern_classified.Rproj ├── images ├── 8 category pattern.png ├── detail_classfied.png ├── none_patterns.png ├── put_image ├── test data confusionMatrix.png ├── test_data_classified_rate.png ├── training Progess.png └── training_history.png ├── test_classified.csv └── valid_classified.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/README.md -------------------------------------------------------------------------------- /WM-811K_semiconductor_wafer_map_pattern_classified.Rproj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/WM-811K_semiconductor_wafer_map_pattern_classified.Rproj -------------------------------------------------------------------------------- /images/8 category pattern.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/8 category pattern.png -------------------------------------------------------------------------------- /images/detail_classfied.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/detail_classfied.png -------------------------------------------------------------------------------- /images/none_patterns.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/none_patterns.png -------------------------------------------------------------------------------- /images/put_image: -------------------------------------------------------------------------------- 1 | this folder put images. 2 | -------------------------------------------------------------------------------- /images/test data confusionMatrix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/test data confusionMatrix.png -------------------------------------------------------------------------------- /images/test_data_classified_rate.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/test_data_classified_rate.png -------------------------------------------------------------------------------- /images/training Progess.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/training Progess.png -------------------------------------------------------------------------------- /images/training_history.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/images/training_history.png -------------------------------------------------------------------------------- /test_classified.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/test_classified.csv -------------------------------------------------------------------------------- /valid_classified.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fr407041/WM-811K_semiconductor_wafer_map_pattern_classified/HEAD/valid_classified.csv --------------------------------------------------------------------------------