Run
575767

Run 575767

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

weka.AttributeSelectedClassifier_BayesNet(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_BayesNet(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_BayesNet(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_BayesNet(1)_Wweka.classifiers.bayes.BayesNet
weka.BayesNet(1)_Dtrue
weka.BayesNet(1)_Qweka.classifiers.bayes.net.search.local.K2

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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0915
Cross-validation details (10-fold Crossvalidation)
F measure
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15755.9087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2193
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
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.0522
Total cost
4469
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
290
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
190
Cross-validation details (10-fold Crossvalidation)