Run
576099

Run 576099

Task 7287 (Supervised Classification) adult Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_NaiveBayes(3)_P100
weka.AdaBoostM1_NaiveBayes(3)_S1
weka.AdaBoostM1_NaiveBayes(3)_I10
weka.AdaBoostM1_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
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0888
Cross-validation details (10-fold Crossvalidation)
F measure
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18302.303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5919
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8278
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1541.862
Total cost
4335.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1810
Cross-validation details (10-fold Crossvalidation)