DEVELOPMENT... OpenML
Run
68293

Run 68293

Task 3898 (Supervised Classification) kc1-top5 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
0.8581
Per class
Build CPU time
0.3025
Build memory
976977801.9862
F measure
0.9202
Per class
Kappa
0.3356
KB relative information score
-49.1281
Mean absolute error
0.0877
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9332
Per class
Predictive accuracy
0.9103
Prior entropy
0.3323
Recall
0.9103
Per class
Relative absolute error
0.7996
Root mean prior squared error
0.2284
Root mean squared error
0.2463
Root relative squared error
1.0784
SciMark benchmark
947.3846