DEVELOPMENT... OpenML
Run
30984

Run 30984

Task 2976 (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
0.7225
Per class
Build CPU time
0.2918
Build memory
528802204.0789
F measure
0.5859
Per class
Kappa
0.2996
KB relative information score
222.8358
Mean absolute error
0.1666
Mean prior absolute error
0.2065
Number of instances
710
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.571
Per class
Predictive accuracy
0.6225
Prior entropy
1.9094
Recall
0.6225
Per class
Relative absolute error
0.8066
Root mean prior squared error
0.317
Root mean squared error
0.2952
Root relative squared error
0.9313
SciMark benchmark
926.17