Figures for the book Applied Predictive Modeling
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
Chapter_01_Introduction
Chapter_02_A_Short_Tour_of_the_Predictive_Modeling_Process Initial version Dec 6, 2016
Chapter_03_Data_Pre-Processing
Chapter_04_Over-Fitting_and_Model_Tuning
Chapter_05_Measuring_Performance_in_Regression_Models
Chapter_06_Linear_Regression_and_Its_Cousins
Chapter_07_Non-Linear_Regression_Models
Chapter_08_Regression_Trees_and_Rule-Based_Models
Chapter_09_A_Summary_of_Solubility_Models
Chapter_10_Case_Study_Compressive_Strength_of_Concrete_Mixtures
Chapter_11_Measuring_Performance_in_Classification_Models
Chapter_12_Discriminant_Analysis_and_Other_Linear_Classification_Models
Chapter_13_Non-Linear_Classification_Models
Chapter_14_Classification_Trees_and_Rule-Based_Models
Chapter_15_A_Summary_of_Grant_Application_Models
Chapter_16_Remedies_for_Severe_Class_Imbalance
Chapter_17_Case_Study_Job_Scheduling
Chapter_18_Measuring_Predictor_Importance
Chapter_19_An_Introduction_to_Feature_Selection
Chapter_20_Factors_That_Can_Affect_Model_Performance
README.md

README.md

APM_Figures

The repository contains figures for the book Applied Predictive Modeling.

Potato quality of bitmaps is attributable to convert so suggestions for conversion are welcome.

Note that the copyright to these figures is held by Springer.

Two or three images in the book are not in this repository because they are owned by someone else (e.g. XKCD)