Run
564033

Run 564033

Task 3996 (Supervised Classification) AP_Ovary_Uterus Uploaded 19-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

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
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.8776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
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
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8098
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.5372
UserCPU time millis
3760
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1490
Cross-validation details (10-fold Crossvalidation)