DEVELOPMENT... OpenML
Run
82490

Run 82490

Task 3561 (Supervised Classification) profb 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
0.4518
Per class
Build CPU time
0.2649
Build memory
388770552.131
F measure
0.5241
Per class
Kappa
-0.082
KB relative information score
-39.9901
Mean absolute error
0.4534
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4891
Per class
Predictive accuracy
0.6071
Prior entropy
0.9188
Recall
0.6071
Per class
Relative absolute error
1.0197
Root mean prior squared error
0.4714
Root mean squared error
0.4975
Root relative squared error
1.0554
SciMark benchmark
946.5993