Run
404024

Run 404024

Task 259 (Supervised Classification) credit-approval Uploaded 23-04-2015 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
0.9086
Per class
Cross-validation details (33% Holdout set)
F measure
0.8634
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7263
Cross-validation details (33% Holdout set)
KB relative information score
142.315
Cross-validation details (33% Holdout set)
Mean absolute error
0.203
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8634
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8634
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8634
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4079
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3252
Cross-validation details (33% Holdout set)
Root relative squared error
0.6493
Cross-validation details (33% Holdout set)
SciMark benchmark
926.4745
UserCPU time millis
10
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)