DEVELOPMENT... OpenML
Run
67983

Run 67983

Task 1802 (Supervised Classification) ecoli 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
0.9607
Per class
Build CPU time
0.0373
Build memory
902923469.6
F measure
0.8438
Per class
Kappa
0.7942
KB relative information score
1256.1473
Mean absolute error
0.0486
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8446
Per class
Predictive accuracy
0.8512
Prior entropy
2.2353
Recall
0.8512
Per class
Relative absolute error
0.2661
Root mean prior squared error
0.3016
Root mean squared error
0.1697
Root relative squared error
0.5628
SciMark benchmark
932.5791