Run
565082

Run 565082

Task 3976 (Supervised Classification) OVA_Endometrium Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.7307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0764
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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2426
Cross-validation details (10-fold Crossvalidation)
Recall
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1947
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1381
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.395
UserCPU time millis
108550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
103910
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4640
Cross-validation details (10-fold Crossvalidation)