DEVELOPMENT... OpenML
Run
68200

Run 68200

Task 3622 (Supervised Classification) autoPrice 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
0.9878
Per class
Build CPU time
0.0798
Build memory
805639077.7358
F measure
0.9438
Per class
Kappa
0.8755
KB relative information score
136.5064
Mean absolute error
0.0622
Mean prior absolute error
0.4492
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9448
Per class
Predictive accuracy
0.9434
Prior entropy
0.9264
Recall
0.9434
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.4736
Root mean squared error
0.2146
Root relative squared error
0.4532
SciMark benchmark
947.3846

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