scikit-psl 0.1.0

Probabilistic Scoring List classifier

Probabilistic Scoring Lists

Install

pip install scikit-psl

Usage

from skpsl import ProbabilisticScoringList
from sklearn.datasets import make_classification
from sklearn.model_selection import cross_val_score

# Generating synthetic data with continuous features and a binary target variable
X, y = make_classification(random_state=42)
X = (X > .5).astype(int)

clf = ProbabilisticScoringList([-1, 1, 2])
print(cross_val_score(clf, X, y, cv=5))