Run
404033

Run 404033

Task 267 (Supervised Classification) diabetes 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
0.7792
Per class
Cross-validation details (33% Holdout set)
F measure
0.7245
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4077
Cross-validation details (33% Holdout set)
KB relative information score
79.2154
Cross-validation details (33% Holdout set)
Mean absolute error
0.3193
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
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
0.7261
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7233
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7233
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6957
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.4308
Cross-validation details (33% Holdout set)
Root relative squared error
0.8952
Cross-validation details (33% Holdout set)
SciMark benchmark
926.4745
UserCPU time millis
10
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
Cross-validation details (33% Holdout set)