Run
262848

Run 262848

Task 1793 (Supervised Classification) credit-approval Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.HyperPipes(1)Weka implementation of HyperPipes

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
0.5654
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.3072
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.0061
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-52.2387
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.4988
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3450
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
0.5382
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.4516
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.4516
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.0098
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4988
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0038
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1340.9497