Run
2333448

Run 2333448

Task 3996 (Supervised Classification) AP_Ovary_Uterus Uploaded 23-05-2017 by Silvia Nunes
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8464 ± 0.0569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8424 ± 0.0625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.664 ± 0.1307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.1474 ± 3.8866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1569 ± 0.0555
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.8446 ± 0.0585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8447 ± 0.0575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.8447 ± 0.0575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3311 ± 0.116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3862 ± 0.0689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7936 ± 0.1396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
3400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3380
Cross-validation details (10-fold Crossvalidation)