Run
564564

Run 564564

Task 3962 (Supervised Classification) OVA_Breast Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)Weka implementation of AttributeSelectedClassifier
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)_Wweka.classifiers.rules.JRip

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
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1195.3857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0707
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1340.8411
UserCPU time millis
77710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
77620
Cross-validation details (10-fold Crossvalidation)