ML-Classification Algorithms-Fashion_Mnist

In this project we have to classify the Fashion-MNIST dataset which contains black and white photos of clothing using classification algorithms. UOI-Project for Machine Learning course.

Download Dataset

Download Fashion-MNINST database here

Algorithms

• Nearest Neighbor
• SVM
• Neural Networks

Metrics

• Accuracy :[(true positives + true negatives) / (positives + negatives)]
• Precision :[true positives / (true positives + false positives)]
• Recall :[true positives / (true positives + false negatives)]
• F1 Score :[2 true positives / (2 true positives + false positives + false negatives)]

Results