kjmazidi
Karen Mazidi
Recently Published
Data Mining: Support Vector Machines
SVM on the iris data.
Model analysis and improvement - Data Mining Post #4
Discussion of bias-variance tradeoff, methods of selecting predictors, detecting outliers and more.
Multiple Linear Regression - Data Mining Post #3
Linear regression with multiple predictors, plots, residuals, skew check and more.
Simple Linear Regression - Data Mining Post #2
A look at simple linear regression, confidence intervals, and prediction.
Data Mining: Clustering Techniques
A comparison of k-means and hierarchical clustering.
Data Mining: Classification with Decision Trees
Experiments with C4.5 and C5.0 on the iris data set.
Data Exploration - Data Mining Post #1
Demonstrates how to get and explore a data set.