Run
561735

Run 561735

Task 3972 (Supervised Classification) OVA_Uterus Uploaded 17-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_REPTree(1)Weka implementation of AttributeSelectedClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_REPTree(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_REPTree(1)_Wweka.classifiers.trees.REPTree

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
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.2393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1481
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, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
770.2628
UserCPU time millis
13640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13550
Cross-validation details (10-fold Crossvalidation)