Run
580482

Run 580482

Task 2079 (Supervised Classification) eucalyptus Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_END_ND_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_END_ND_J48(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_END_ND_J48(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_END_ND_J48(1)_Wweka.classifiers.meta.END
weka.END_ND_J48(4)_S1
weka.END_ND_J48(4)_I10
weka.END_ND_J48(4)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(4)_S1
weka.ND_J48(4)_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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.4394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1917
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.6044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8028
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.2516
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)