Posts with tag: XGBoost

Using Machine Learning to Build a Predictive Model for House Prices
Introduction The purpose of this project was to build a model to predict housing prices in Ames, Iowa...
Kaggle's Competition: Predicting Housing Prices in Ames, Iowa
Introduction Kaggle.com is a website designed for data scientists and data enthusiasts to connect and compete with each...
Zillow Prize: Competing to Improve the Zestimate
Introduction Zillow is a popular online real estate and rental marketplace dedicated to providing customers with data to...
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...
Machine Learning Kaggle Competition-Mission Zillow
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
Predictive Analytics - Allstate Claims Severity
Introduction The Allstate claims severity challenge was a Kaggle competition that was open in 2016. The task at...
From Khrushchev to Kaggle: The Russian Real Estate Market
In April 2017, Sberbank, Russia’s oldest and largest bank, created a Kaggle competition with the goal of predicting...
Predicting Housing Prices in Ames: A Machine Learning Project
Introduction In this project we use machine learning techniques to attempt to predict housing prices in Ames, Iowa....
Analyzing and Predicting European Soccer Match Outcomes
Introduction Soccer, in my opinion,  is not only  the most popular but  the  best sport in the world....
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....
Allstate Claims Severity - Predictive Analytics
Introduction Allstate claims severity was a Kaggle competition that was open in 2016. The objective of this competition...
Lessons Learned in the 2016 Kaggle Home Data Competition
Our team had two prevailing theories concerning the ultimate goal of the “Kaggle Zillow Challenge” going into this...
All State Loss Prediction
AllState_Kernel All State Loss Prediction install.packages(“rmarkdown”) title : All State Loss Prediction - Multiple Linear Regression on select...
Predicting housing prices in Russia
Predicting housing prices in Russia Sberbank, Russia's largest bank, published housing data on Kaggle in early 2017. The...

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