Run
564963

Run 564963

Task 3851 (Supervised Classification) fl2000 Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.7434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.6199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4757
Cross-validation details (10-fold Crossvalidation)
Number of instances
67
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
0.7428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9656
Cross-validation details (10-fold Crossvalidation)
Recall
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.55
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.0076
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)