DEVELOPMENT... OpenML
Run
31303

Run 31303

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.6958
Per class
Build CPU time
0.3713
Build memory
1665456108.8649
F measure
0.6618
Per class
Kappa
0.3853
KB relative information score
19.0929
Mean absolute error
0.2383
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
0.6793
Per class
Predictive accuracy
0.6892
Prior entropy
1.5899
Recall
0.6892
Per class
Relative absolute error
0.8207
Root mean prior squared error
0.3782
Root mean squared error
0.3583
Root relative squared error
0.9474
SciMark benchmark
945.5554