Conformal Prediction Framework for Binary Classification
This is an implemention of Conformal Classificaiotn algorithm mentioned in the book - “Algorithmic Learning in Andom World”.
https://pypi.org/project/ConfClr
Input: Dataset (binary) label.
Algorithms: Calculate Non-Coformity Measure using K-NN. Determine p-values according to the significance level. Calculate Confidence and Credibility of each new data level.
$ pip install ConfClr
$ python ConfClr.py