Posts with tag: lasso regression

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...
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
Allstate Claims Severity - Predictive Analytics
Introduction Allstate claims severity was a Kaggle competition that was open in 2016. The objective of this competition...
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...
Predicting housing prices in Russia
Predicting housing prices in Russia Sberbank, Russia's largest bank, published housing data on Kaggle in early 2017. The...
Kaggle's Allstate claims severity data challenge
Kaggle had a competition called Allstate claims severity. Allstate provided the training and test data that contained continuous...
The Business Case to Scale CatskillProvisions.com
  BACKGROUND: CatskillProvisions.com  Catskill Provisions is a tale of two businesses.  The first being a wholesaler who sells...
Kaggle Competition : Predicting House Prices in Ames, Iowa
In recent years, machine learning has been successfully deployed across many fields and for a wide range of...
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....
Machine Learning Kaggle Competition-Mission Zillow
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
Forecasting Economic Risk in the EU into 2020
Written by Chen Trilnik and Jack Yip. To view the original source code, visit our Github repo here.  ...
Kaggle Competition: Predicting Realty Price Fluctuations in Russia’s Volatile Economy
The goal of the Sberbank Russian Housing Market Kaggle competition was to predict realty price fluctuations in Russia...
Step by Step Procedure to Improve Model Accuracy in Kaggle Competition - Allstate Insurance Claim
Kaggle competition has been very popular lately, and lots of people are trying to get high score. But...
Predicting Rental Interest: A Kaggle Competition
RentHop Intro Kaggle, a data science competition network recently acquired by Google, is home to many machine learning...

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