Run
213116

Run 213116

Task 4212 (Supervised Classification) vehicle_sensIT Uploaded 28-02-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Wweka.classifiers.trees.J48
weka.CfsSubsetEval(4)_P1
weka.CfsSubsetEval(4)_E1

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
0.8495
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6835
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
591515.1185
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2115
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
985280
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8468
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8418
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8418
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.423
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3664
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7327
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1321.3021
UserCPU time millis
419940
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
390
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
419550
Cross-validation details (10 times 10-fold Crossvalidation)