Run
250950

Run 250950

Task 4599 (Supervised Classification) gina_prior2 Uploaded 04-03-2015 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
0.8729
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7548
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7285
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
25605.0342
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0542
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
34680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7541
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7558
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3188
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7558
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.301
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2092
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6975
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.5996
UserCPU time millis
3220
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
3150
Cross-validation details (10 times 10-fold Crossvalidation)