Run
2333379

Run 2333379

Task 3971 (Supervised Classification) AP_Colon_Kidney 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
0.9458 ± 0.0351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9615 ± 0.0181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9229 ± 0.0362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
502.2054 ± 1.8948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0405 ± 0.018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
546
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9616 ± 0.0173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9615 ± 0.018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9615 ± 0.018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0813 ± 0.0362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1961 ± 0.046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3926 ± 0.0921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
3270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3240
Cross-validation details (10-fold Crossvalidation)