DEVELOPMENT... OpenML
Run
97326

Run 97326

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 08-12-2014 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)_I10
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
0.6928
Per class
Build CPU time
0.0211
Build memory
1104340921.0811
F measure
0.5641
Per class
Kappa
0.1738
KB relative information score
16.6987
Mean absolute error
0.2497
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5843
Per class
Predictive accuracy
0.6216
Prior entropy
1.5899
Recall
0.6216
Per class
Relative absolute error
0.8599
Root mean prior squared error
0.3782
Root mean squared error
0.3539
Root relative squared error
0.9357
SciMark benchmark
945.1122