DEVELOPMENT... OpenML
Run
30478

Run 30478

Task 2352 (Supervised Classification) meta_all.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
0.7156
Per class
Build CPU time
0.175
Build memory
1534205416
F measure
0.5217
Per class
Kappa
0.1028
KB relative information score
3.4663
Mean absolute error
0.184
Mean prior absolute error
0.1912
Number of instances
23
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5404
Per class
Predictive accuracy
0.5217
Prior entropy
1.9094
Recall
0.5217
Per class
Relative absolute error
0.9624
Root mean prior squared error
0.2919
Root mean squared error
0.3143
Root relative squared error
1.0769
SciMark benchmark
937.0358