├── README.md ├── datasets └── cardio.mat ├── demo_lof.py ├── figs └── flowchart2.png ├── models ├── __init__.py ├── base.py ├── combination.py ├── feature_bagging.py ├── knn.py ├── lof.py └── sklearn_base.py ├── requirements.txt ├── results ├── cardio_lof_20181006_152659.csv └── cardio_lof_20181006_152659.txt └── utils ├── __init__.py ├── stat_models.py └── utility.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/README.md -------------------------------------------------------------------------------- /datasets/cardio.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/datasets/cardio.mat -------------------------------------------------------------------------------- /demo_lof.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/demo_lof.py -------------------------------------------------------------------------------- /figs/flowchart2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/figs/flowchart2.png -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/base.py -------------------------------------------------------------------------------- /models/combination.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/combination.py -------------------------------------------------------------------------------- /models/feature_bagging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/feature_bagging.py -------------------------------------------------------------------------------- /models/knn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/knn.py -------------------------------------------------------------------------------- /models/lof.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/lof.py -------------------------------------------------------------------------------- /models/sklearn_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/models/sklearn_base.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/requirements.txt -------------------------------------------------------------------------------- /results/cardio_lof_20181006_152659.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/results/cardio_lof_20181006_152659.csv -------------------------------------------------------------------------------- /results/cardio_lof_20181006_152659.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/results/cardio_lof_20181006_152659.txt -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/stat_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/utils/stat_models.py -------------------------------------------------------------------------------- /utils/utility.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yzhao062/LSCP/HEAD/utils/utility.py --------------------------------------------------------------------------------