Lecture Notes for Chapter 4
Introduction to Data Miningby
Tan, Steinbach, Kumar
Objectives Data Mining Course
Goals and Objectives of Data Mining
Classification Techniques
Association Analysis
Clustering Algorithms
Exploratory Data Analysisand Preprocessing
Apply Data Mining to Real World Datasets
Learn How to InterpretData Mining Results
Implementing Data Mining Algorithms
Using R forData Analysis
and Data Mining
Making Sense of Data
Top 10 Data Mining Algorithms
SVMK-means
PageRank
C4.5
APRIORIEM
CART
AdaBoostkNN
Naïve Bayes