Run
569600

Run 569600

Task 3528 (Supervised Classification) la2s.wc Uploaded 30-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_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
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2043.5048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1006
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, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
438.9223
UserCPU time millis
2290650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2290030
Cross-validation details (10-fold Crossvalidation)