-
KNN :
python3 knn.py pima.csv [k]
python3 knn.py iris.csv [k]
python3 knn.py 2moons.csv [k] -
Centroid Classifier:
python3 centroid_classifier.py pima.csv
python3 centroid_classifier.py iris.csv
python3 centroid_classifier.py 2moons.csv -
Perceptron:
python3 perceptron.py pima.csv [0/1] [learning rate] [no. of epochs]
python3 perceptron.py iris.csv [0/1] [learning rate] [no. of epochs]
python3 perceptron.py 2moons.csv [0/1] [learning rate] [no. of epochs] -
MLP:
python3 irismlp.py
#Write parameter written inside [ ] manually.
- Laplacian Eigenmap for Regression: python demo.py