Machine Learning

This site contains machine learning experiments.

Table of Contents

• AutoEDAs using ydataprofiling

• AutoML using FLAML

• EDA Abalone

• EDA Breast Cancer

• EDA Digits

• EDA Iris

• EDA Wine Cultivars

• EDA Wine Quality Prediction binary

• EDA Wine Quality Prediction continuous

• Experiment Adaboost on iris dataset

• Experiment Decision Tree Classifier on Iris dataset with postpruning

• Experiment Decision Tree Classifier on Iris dataset with prepruning

• Experiment Decision Tree Classifier on iris dataset without pruning

• Genetic Algorithm on Knapsack Problem

• Experiment KNN on iris dataset

• MultiLayer Perceptron MLP on Iris Dataset

• Randomized Optimization for

• Randomized Optimization

• Experiment Support Vector Machine Classifier on iris dataset