DEVELOPMENT... OpenML
Run
83074

Run 83074

Task 3724 (Supervised Classification) vinnie 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
0.9143
Per class
Build CPU time
0.0949
Build memory
437764380.8
F measure
0.8394
Per class
Kappa
0.6786
KB relative information score
211.042
Mean absolute error
0.2387
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8395
Per class
Predictive accuracy
0.8395
Prior entropy
0.9995
Recall
0.8395
Per class
Relative absolute error
0.4777
Root mean prior squared error
0.4998
Root mean squared error
0.3418
Root relative squared error
0.6837
SciMark benchmark
941.3563