Run
23554

Run 23554

Task 21 (Supervised Classification) car Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Wweka.classifiers.trees.LMT
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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.

19 Evaluation measures

Area under ROC curve
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1659.1375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
875.2519[531.4566135085669960.8352268271885481.71462303608115903.94487217598321498.3081925682561]