Run
578063

Run 578063

Task 26 (Supervised Classification) nursery 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
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10149.4206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0765
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.2239
UserCPU time millis
660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)