🌳 Stacked Gradient Boosting Machines

Air Travel Delay Study is a start-to-finish classification project with a goal of anticipating flight delay

CTD-squared BeatAML DREAM Challenge

This Project is my Entry to a Kaggle Competition 'House Prices: Advanced Regression Techniques'. The aim was to rank in the Top 5% in the Leaderboard, I achieved this rank by Using Model Stacking with Meta-Modelling and my final score was RMSLE = 0.0726 and I Ranked 277th out of 5130 Submissions

In this project we can see in action and in detail a big part of the ML pipeline (data wrangling,model building, model evaluation) that comprises different algorithms and approaches such as Decision Trees (RPART), Linear Discriminant Analysis (LDA), Gradient Boosting Machne (GBM), Random Forest (RF) Support Vector Machine (SVM) with or without M…

Regression Modeling for Real Estate Price Predictions

King County Housing Price Predictions is a start-to-finish regression project which concludes with a stacked model.

Diamond Prices is a small start-to-finish regression project that predicts diamond prices based on a selection of tabular data. Demonstrates model stacking.

Code for classifying pet image dataset using a supervised learning approach: Stacking and Neural Network with freezing layer.

Apply ensemble technique of model stacking to predict patient's readmission

Simple & basic practice of machine learning problems

Based on customer visiting information to the site the customer sales revenue is predicted using machine learning models stacking