Run
576624

Run 576624

Task 2071 (Supervised Classification) adult Uploaded 01-06-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_NaiveBayes(10)_P100
weka.Bagging_NaiveBayes(10)_S1
weka.Bagging_NaiveBayes(10)_num-slots1
weka.Bagging_NaiveBayes(10)_I10
weka.Bagging_NaiveBayes(10)_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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15684.1669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2186
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
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1613.8819
UserCPU time millis
1240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
930
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
310
Cross-validation details (10-fold Crossvalidation)