DEVELOPMENT... OpenML
Run
68447

Run 68447

Task 3705 (Supervised Classification) autoHorse 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
0.9672
Per class
Build CPU time
0.1059
Build memory
427265525.8927
F measure
0.8835
Per class
Kappa
0.7598
KB relative information score
154.8649
Mean absolute error
0.1157
Mean prior absolute error
0.4821
Number of instances
205
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8856
Per class
Predictive accuracy
0.8829
Prior entropy
0.9742
Recall
0.8829
Per class
Relative absolute error
0.2399
Root mean prior squared error
0.4909
Root mean squared error
0.3128
Root relative squared error
0.6371
SciMark benchmark
785.9104