DEVELOPMENT... OpenML
Run
31901

Run 31901

Task 3890 (Supervised Classification) ada_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)_I160
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
0.8912
Per class
Build CPU time
11.1252
Build memory
730470979.879
F measure
0.8361
Per class
Kappa
0.5464
KB relative information score
1932.678
Mean absolute error
0.2082
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8356
Per class
Predictive accuracy
0.8428
Prior entropy
0.8085
Recall
0.8428
Per class
Relative absolute error
0.5579
Root mean prior squared error
0.4319
Root mean squared error
0.3296
Root relative squared error
0.763
SciMark benchmark
895.2367