DEVELOPMENT... OpenML
Run
68288

Run 68288

Task 58 (Supervised Classification) waveform-5000 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
0.9561
Per class
Build CPU time
5.7741
Build memory
706006154.4
F measure
0.7881
Per class
Kappa
0.7005
KB relative information score
3626.5314
Mean absolute error
0.1356
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8341
Per class
Predictive accuracy
0.8
Prior entropy
1.5849
Recall
0.8
Per class
Relative absolute error
0.3052
Root mean prior squared error
0.4714
Root mean squared error
0.336
Root relative squared error
0.7129
SciMark benchmark
905.0866