DEVELOPMENT... OpenML
Run
72597

Run 72597

Task 3722 (Supervised Classification) hungarian Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8738
Per class
Build CPU time
0.0109
Build memory
641620386.5034
F measure
0.8094
Per class
Kappa
0.5814
KB relative information score
162.2799
Mean absolute error
0.2024
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8105
Per class
Predictive accuracy
0.8129
Prior entropy
0.9439
Recall
0.8129
Per class
Relative absolute error
0.4387
Root mean prior squared error
0.4802
Root mean squared error
0.388
Root relative squared error
0.8081
SciMark benchmark
785.9104