DEVELOPMENT... OpenML
Run
82593

Run 82593

Task 1787 (Supervised Classification) cmc 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)_I80
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
0.712
Per class
Build CPU time
0.2663
Build memory
862084150.9518
F measure
0.5282
Per class
Kappa
0.2661
KB relative information score
1611.577
Mean absolute error
0.3673
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.528
Per class
Predictive accuracy
0.5322
Prior entropy
1.5392
Recall
0.5322
Per class
Relative absolute error
0.8525
Root mean prior squared error
0.4641
Root mean squared error
0.4333
Root relative squared error
0.9336
SciMark benchmark
938.8806