DEVELOPMENT... OpenML
Run
68035

Run 68035

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7271
Per class
Build CPU time
0.0209
Build memory
1242071530.8108
F measure
0.682
Per class
Kappa
0.3747
KB relative information score
35.4719
Mean absolute error
0.3473
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6986
Per class
Predictive accuracy
0.6847
Prior entropy
0.9986
Recall
0.6847
Per class
Relative absolute error
0.6959
Root mean prior squared error
0.4995
Root mean squared error
0.4689
Root relative squared error
0.9388
SciMark benchmark
905.0866

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