Run
532302

Run 532302

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 05-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_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
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7374.0591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1877.5305
UserCPU time millis
93.6006
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.2002
UserCPU time millis training
62.4004
Cross-validation details (10-fold Crossvalidation)