Association analysis on Groceries Data set

Survival Analysis on rats Data set

Survival Analysis on rats Data set

Regression Analysis of Students Data set

Patient Analysis

Complete Analysis of WINE Data set

Principal Component Analysis - Arrests in US DATA

Support Vector Machine - Classification of CATs DATA

Association analysis on Football Data set

Association analysis on Adults Data set

Performing survival analysis on determining the time to survive for leukemia patients

Classifying Sex of Cats ( either Male / Female ) by using two attributes of each object ( Body Weight & Height )

PCA to reduce the number of features on US Arrest Dataset

This example was taken from a German blog post. Grouping variable group, A and B. A: first class automobile B: middle class models. c: Low Class models. 15 consumers were asked to rank the models according to security, ecology, innovation and prestige. Likert-scale: 1 (low ranking) to 10 (high ranking).

Logistic regression Model to predict admission into a university. Evaluation is done with confusion matrix , Pseudo R2 values like McFaddens-R2 , Cox & Snell-R2 and Nagelkerke-R2.

Multi-Linear Model & Anova to predict the MPG of a car based on following attributes. • mpg • cylinders • displacement • horsepower • weight • acceleration • model year • origin • car name

Logistic Regression applied to categories income a citizen based on following variables. • age • Income • sex • Final Weight • education • race • capital-gain • capital-loss