DEVELOPMENT... OpenML
Run
68188

Run 68188

Task 3874 (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
0.9884
Per class
Build CPU time
0.0884
Build memory
1025166170.6905
F measure
0.9552
Per class
Kappa
0.9083
KB relative information score
297.2711
Mean absolute error
0.0587
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9556
Per class
Predictive accuracy
0.9554
Prior entropy
0.9842
Recall
0.9554
Per class
Relative absolute error
0.12
Root mean prior squared error
0.4944
Root mean squared error
0.1862
Root relative squared error
0.3766
SciMark benchmark
947.3846