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k-means Clustering
k-means Clustering: Finding teen market segments using k-means clustering
Estimating Quality of Wines
Estimating the quality of wines with regression trees and model trees
Predicting Medical Expenses
Predicting medical expenses using linear regression
SMS Spam or Ham Text - Naive Bayes
SMS Spam or Ham Text - Naive Bayes
Evaluating Model Performance
Evaluating Model Performance
Association Rules
Association Rules - Market Basket Analysis
ANN Analysis - Part I
ANN Analysis on the Concrete Data - Part I
SVM analysis
SVM analysis
DocumentAnalyze R Packages Using PageRank Algorithm
Analyze R Packages Using PageRank Algorithm
HW01 - k-nn algorithm - Diagnosing Breast Cancer
HW01 - k-nn algorithm - Diagnosing Breast Cancer
Customer Lifetime Value (CLV)
Customer Lifetime Value (CLV) - CDNow Data Set
SF OpenData Parking Meter Data
SF OpenData Parking Meter Data
Finding New Customers - Target Marketing
Finding New Customers - Target Marketing
Developing New Product
Developing New Product
Watching Competitors
Watching Competitors
Customer Retention
Customer Retention
Prediction Sales - Forecasting
Prediction Sales - Forecasting
Targeting Current Customers
Identifying Customer Targets
Marketing Analytics - Predicting Consumer Choice
Predicting Commuter Transportation Choices
Conversion Rate Prediction
Conversion Rate Prediction
MovieLense Recommendation System in R
MovieLense Recommendation System in R
HW #6 - Part II: An Introduction to Statistical Learning: Lab Sections 4.6.1 and 4.6.2
HW #6 - Part II: An Introduction to Statistical Learning: Lab Sections 4.6.1 and 4.6.2
HW #5 - Part II: (STAT 6620) - ISLR-Chap3
HW #5 - Part II: (STAT 6620) - ISLR-Chap3