Run
564333

Run 564333

Task 3776 (Supervised Classification) fri_c2_1000_10 Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)Weka implementation of AttributeSelectedClassifier
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_JRip(1)_Wweka.classifiers.rules.JRip

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
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
700.6192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1562
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
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
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.89
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6323
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
578.1329
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)