DEVELOPMENT... OpenML
Run
68036

Run 68036

Task 18 (Supervised Classification) mfeat-morphological 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
0.9519
Per class
Build CPU time
0.332
Build memory
551953553.6
F measure
0.6818
Per class
Kappa
0.6611
KB relative information score
1467.0824
Mean absolute error
0.0667
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
0.6933
Per class
Predictive accuracy
0.695
Prior entropy
3.3219
Recall
0.695
Per class
Relative absolute error
0.3704
Root mean prior squared error
0.3
Root mean squared error
0.2042
Root relative squared error
0.6808
SciMark benchmark
939.6798