Run
268574

Run 268574

Task 1795 (Supervised Classification) credit-g Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_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.

22 Evaluation measures

Area under ROC curve
0.6752
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7013
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.2714
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
779.9567
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.347
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6966
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7114
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7114
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.8259
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4617
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0074
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1316.5986
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (5 times 2-fold Crossvalidation)