Run
25878

Run 25878

Task 59 (Supervised Classification) iris Uploaded 07-10-2014 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(2)Weka implementation of FilteredClassifier
weka.J48(3)_C0.25
weka.J48(3)_M2
weka.FilteredClassifier_Discretize_J48(2)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(2)_Wweka.classifiers.trees.J48
weka.Discretize(2)_Rfirst-last
weka.Discretize(2)_precision6

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.

21 Evaluation measures

Area under ROC curve
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0021
Cross-validation details (10-fold Crossvalidation)
Build memory
202795338.4
Cross-validation details (10-fold Crossvalidation)
F measure
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.91
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.5813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
Precision
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1695.1916[1031.78977719739051237.6075512191362663.21300298302971360.02074554076854183.32685229286]