Run
228526

Run 228526

Task 3528 (Supervised Classification) la2s.wc Uploaded 01-03-2015 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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2161.1377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.9272
UserCPU time millis
144600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
109380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
35220
Cross-validation details (10-fold Crossvalidation)