Posts with tag: XGBoost

Predicting Hospital Readmission Rates
  Introduction: In this project we set out to train a machine learning model that would flag patients...
Machine Learning in Python: Predicting House Prices
Background and motivation Housing is one of the most valuable economic assets an individual can purchase during his...
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...
Modeling Real Estate Market Values in Ames, Iowa
Objectives House prices incorporate a dizzying blend of factors. Details range from opaque measures of quality, like home...
Predicting House Prices with Machine Learning Algorithms
  Intuitively, which of the four houses in the picture do you think is the most expensive? Most...
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...

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