Run
2333345

Run 2333345

Task 3976 (Supervised Classification) OVA_Endometrium Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.6845 ± 0.1211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623 ± 0.015
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4937 ± 0.2027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.2765 ± 41.5621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0764 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9617 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2426
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631 ± 0.0144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4933 ± 0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1947 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1894 ± 0.0391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9728 ± 0.1937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
19240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
19140
Cross-validation details (10-fold Crossvalidation)