Text classification implementing the standard and voted version of Perceptron. Experiments conducted on the 20 Newsgroups dataset.

PToPI - Periodic Table of Performance Instruments

The aim of this project is: 1.Perform Text Classification using Multinomial Naive Bayes 2. Implement Naive Bayes from scratch for Text Classification. 3. Compare Results of self implemented code of Naive Bayes with one in Sklearn. dataset used is 20_newsgroups

A classification model implemented using Deep Neural Networks

Knowledge Discovery in Dataset

Atividades e trabalhos feitos para a disciplina de Aprendizado de Máquina, semestre 2020.1, Universidade Federal do Ceará - Campus Quixadá.

Computer Vision multilabel classification with different techniques: (KNN,PCA,LDA,BOVW,SIFT,VGG16)

In this repository, Neural Networks and Deep Learning was leveraged for recognition of Handwritten Hiragana Characters

It calculates the accuracy score and confusion matrix for a logistic regression model. The dataset is about coupon used or not in an apparel store known as Simmons .

Applying Transfer Learning on Stanford Dogs Dataset

Demonstrating Ensemble Learning using Bagging and Random Forest algorithm

Given the details of cell nuclei taken from breast mass, objective is to predict whether or not a patient has breast cancer using the Ensembling Techniques. This is a classification problem. The dataset consists of several predictor variables and one target variable, Diagnosis. The target variable has values 'Benign' and 'Malignant', where 'Beni…

Customer Churn Analysis

Predict-whether-a-client-has-subscribed-a-term-deposit-or-not

Deep Reinforcement Learning (DRL) overview.

Predict the Burned Area of Forest Fire with Neural Networks and Predicting Turbine Energy Yield (TEY) using Ambient Variables as Features.

This repository contains introductory notebook for logistic regression

Predicting coronary heart disease(CHO) in 10 yrs.

Classifying the tissues.

More than 101 zoo animals to apply classification ML models.