Run
249543

Run 249543

Task 4546 (Supervised Classification) mfeat-factors Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.957
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9547
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7689
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
12745.4336
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0486
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
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
0.9632
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9513
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9513
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2696
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2196
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7321
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
889.3151
UserCPU time millis
310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
210
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10 times 10-fold Crossvalidation)