DEVELOPMENT... OpenML
Run
30689

Run 30689

Task 3895 (Supervised Classification) gina_prior 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
0.9807
Per class
Build CPU time
346.4502
Build memory
1044236495.8224
F measure
0.9328
Per class
Kappa
0.8656
KB relative information score
2558.782
Mean absolute error
0.1458
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9329
Per class
Predictive accuracy
0.9328
Prior entropy
0.9998
Recall
0.9328
Per class
Relative absolute error
0.2916
Root mean prior squared error
0.4999
Root mean squared error
0.2361
Root relative squared error
0.4723
SciMark benchmark
897.2931