Model

Algorithm

Settings

DT-DS1

Decision Table

Scheme: weka.classifiers.rules. Decision Table-X 1-S “weka.attributeSelection. Best First-D 1-N 5”

LR-DS1

Linear Regression

Scheme: weka.classifiers.functions. Linear Regression-S 0-R 1.0E-8

LR_All-DS1

Linear Regression, No Attribute Selection

Scheme:weka.classifiers.functions. Linear Regression-S 1-R 1.0E-8

MLP-DS1

Multi Layer Perceptron

Scheme:weka.classifiers.functions. Multilayer Perceptron-L 0.3-M 0.15-N 60-V 0-S 0-E 20-H 2

DT-DS2

Decision Table

Scheme:weka.classifiers.rules. Decision Table-X 1-S “weka.attributeSelection. Best First-D 1-N 5”

LR-DS2

Linear Regression

Scheme:weka.classifiers.functions. Linear Regression-S 0-R 1.0E-8

LR_All-DS2

Linear Regression, No Attribute Selection

Scheme:weka.classifiers.functions. Linear Regression-S 1-R 1.0E-8

MLP-DS2

Multi Layer Perceptron

Scheme:weka.classifiers.functions. Multilayer Perceptron-L 0.3-M 0.2-N 500-V 0-S 0-E 20-H a