Run
284575

Run 284575

Task 4230 (Supervised Classification) new3s.wc Uploaded 10-03-2015 by Jan van Rijn
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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.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8783
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6769
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6709
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
65969.7015
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0165
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0441
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
95580
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
0.6751
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
5.2666
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3753
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1485
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1108
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7462
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1335.643
UserCPU time millis
8456370
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
8455980
Cross-validation details (10 times 10-fold Crossvalidation)