GitHub repository: karanmanchandia/-Classification-Algorithms-
Primary language: Jupyter Notebook
Created: 2019-12-24T18:25:10Z
Description: The project aims to implement Nearest Neighbor, Decision Tree, Naïve Bayes and Random Forest algorithms to classify records in bioinformatics dataset and adopted 10-fold cross-validation to evaluate performance measures like accuracy, precision, recall and F-measure. The second part is Kaggle Competition in which we have tuned parameters and applied various tricks like PCA, Bagging, AdaBoost on top of base classification algorithms and did majority voting to get the most stable performance measures.