Run
564753

Run 564753

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)_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
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59907.9581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
98528
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
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7701
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1339.4401
UserCPU time millis
343950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
343330
Cross-validation details (10-fold Crossvalidation)