Posts with tag: random forest

Machine Learning Project III ~ Ames, Iowa Housing Prices
Ames, Iowa ~ Machine Learning Project III By Aaron Festinger, Xingwang Chen, Yan Mu & Alex Guyton The buying and selling...
Housing Price Predictions Using Advanced Regression Techniques
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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...
Predicting Congestive Heart Failure
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
Movie Review Analysis - NLP
NLP - Natural Language Processing is a subfield in data/computer science that deals with how computers are programmed...
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...

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