Posts with tag: random forest

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...
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
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...
Predicting Housing Tax with Machine Learning Models
Californians who buy a house often experience sticker shock when they get their property tax bill. The reason...
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...
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
Increasing Countries' Happiness
This project is devoted to the important topic of country development and happiness. I found two interesting data...
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...
Machine Learning Kaggle Competition-Mission Zillow
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
Credit Card Fraud Detection
Introduction One of the major pain points for the credit card industry has been to accurately find potential...

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