DEVELOPMENT... OpenML
Run
68084

Run 68084

Task 20 (Supervised Classification) mfeat-pixel 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
0.9857
Per class
Build CPU time
1.5856
Build memory
923337474.4
F measure
0.9361
Per class
Kappa
0.9289
KB relative information score
1877.3144
Mean absolute error
0.0132
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.937
Per class
Predictive accuracy
0.936
Prior entropy
3.3219
Recall
0.936
Per class
Relative absolute error
0.0733
Root mean prior squared error
0.3
Root mean squared error
0.1031
Root relative squared error
0.3438
SciMark benchmark
947.3846