Run
243748

Run 243748

Task 1895 (Supervised Classification) breast-w Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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.

22 Evaluation measures

Area under ROC curve
0.9937
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9662
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9253
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6272.5602
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0482
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6990
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9662
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9662
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9662
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1066
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1644
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.346
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
854.5188
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)