DEVELOPMENT... OpenML
Run
83080

Run 83080

Task 3725 (Supervised Classification) auto93 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.699
Per class
Build CPU time
0.1096
Build memory
612472725.9355
F measure
0.7053
Per class
Kappa
0.3663
KB relative information score
19.7765
Mean absolute error
0.3803
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7417
Per class
Predictive accuracy
0.7312
Prior entropy
0.9573
Recall
0.7312
Per class
Relative absolute error
0.809
Root mean prior squared error
0.4845
Root mean squared error
0.4594
Root relative squared error
0.9482
SciMark benchmark
938.8806