Run
566026

Run 566026

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 20-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1 )Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_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
0.6765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.3374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.6305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9689
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.2484
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)