Run
248799

Run 248799

Task 1886 (Supervised Classification) letter Uploaded 04-03-2015 by Jan van Rijn
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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
0.9555
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6374
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6263
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
137466.5001
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0323
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
200000
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
0.6556
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6407
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6407
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4365
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1391
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7232
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1358.4523
UserCPU time millis
2360
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
2290
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10 times 10-fold Crossvalidation)