Posts with tag: random forest

Identifying Provider Fraud For Healthcare Insurers
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
Anomaly Detection with Fraudulent Healthcare Providers
Introduction Healthcare insurance fraud is not common but unfortunately, it does exist. According to the National Health Care...
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...
Predicting and Maximizing Home Values for Data Mining Firms
Photo by Tom Rumble on Unsplash ​​GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background For...
Predicting Housing Prices in Ames, Iowa
Introduction Predicting housing prices for consumers and for real estate practitioners can be a useful analysis in many...
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...

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