Run
100728

Run 100728

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.5335
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.1561
Cross-validation details (10-fold Crossvalidation)
Build memory
110760987.4066
Cross-validation details (10-fold Crossvalidation)
F measure
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-19.2095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Number of instances
364
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.901
Cross-validation details (10-fold Crossvalidation)
Recall
0.5852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.8618