Run
532228

Run 532228

Task 3764 (Supervised Classification) fried Uploaded 05-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20536.4853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1877.5305
UserCPU time millis
374.4024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
78.0005
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
296.4019
Cross-validation details (10-fold Crossvalidation)