DEVELOPMENT... OpenML
Run
72011

Run 72011

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)_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
0.6696
Per class
Build CPU time
0.0074
Build memory
818205300.5602
F measure
0.717
Per class
Kappa
0.3375
KB relative information score
447.9386
Mean absolute error
0.2908
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
0.6925
Root mean prior squared error
0.4582
Root mean squared error
0.4948
Root relative squared error
1.0799
SciMark benchmark
941.6532