Run
578105

Run 578105

Task 7287 (Supervised Classification) adult Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.Bagging_NaiveBayes(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(9)_P100
weka.Bagging_NaiveBayes(9)_S1
weka.Bagging_NaiveBayes(9)_num-slots1
weka.Bagging_NaiveBayes(9)_I10
weka.Bagging_NaiveBayes(9)_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
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0875
Cross-validation details (10-fold Crossvalidation)
F measure
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20173.7646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.191
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
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.4824
Total cost
4273.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
480
Cross-validation details (10-fold Crossvalidation)