DEVELOPMENT... OpenML
Run
69948

Run 69948

Task 3854 (Supervised Classification) car 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)_I80
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
0.6715
Per class
Build CPU time
0.0271
Build memory
1456072374.2778
F measure
0.717
Per class
Kappa
0.3375
KB relative information score
443.3157
Mean absolute error
0.292
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7227
Per class
Predictive accuracy
0.713
Prior entropy
0.8813
Recall
0.713
Per class
Relative absolute error
0.6954
Root mean prior squared error
0.4582
Root mean squared error
0.4882
Root relative squared error
1.0655
SciMark benchmark
943.443