DEVELOPMENT... OpenML
Run
68437

Run 68437

Task 3695 (Supervised Classification) fri_c2_250_10 Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
0.833
Per class
Build CPU time
0.0858
Build memory
822487720
F measure
0.842
Per class
Kappa
0.6654
KB relative information score
125.5827
Mean absolute error
0.2394
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8494
Per class
Predictive accuracy
0.84
Prior entropy
0.9468
Recall
0.84
Per class
Relative absolute error
0.5167
Root mean prior squared error
0.4812
Root mean squared error
0.3793
Root relative squared error
0.7883
SciMark benchmark
785.9104