Run
330144

Run 330144

Task 1801 (Supervised Classification) diabetes Uploaded 26-03-2015 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
0.7756
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7435
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4298
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1074.1357
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3326
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.742
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7466
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7466
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7318
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4226
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8867
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
940.3347
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)