DEVELOPMENT... OpenML
Run
97312

Run 97312

Task 2272 (Supervised Classification) meta_all.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
0.7052
Per class
Build CPU time
0.0168
Build memory
1563433251.2676
F measure
0.46
Per class
Kappa
0.0309
KB relative information score
13.3321
Mean absolute error
0.1772
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5081
Per class
Predictive accuracy
0.5775
Prior entropy
1.9094
Recall
0.5775
Per class
Relative absolute error
0.8582
Root mean prior squared error
0.317
Root mean squared error
0.3038
Root relative squared error
0.9583
SciMark benchmark
934.4754