Run
228489

Run 228489

Task 4547 (Supervised Classification) waveform-5000 Uploaded 01-03-2015 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
0.9386
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8591
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6989
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
30939.7566
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1682
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8786
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8557
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8557
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3302
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6979
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1386.5717
UserCPU time millis
160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)