DEVELOPMENT... OpenML
Run
31462

Run 31462

Task 4595 (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)_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
0.8897
Per class
Build CPU time
6.9245
Build memory
463381607.7582
F measure
0.8373
Per class
Kappa
0.5497
KB relative information score
19293.4972
Mean absolute error
0.2085
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8369
Per class
Predictive accuracy
0.844
Prior entropy
0.8085
Recall
0.844
Per class
Relative absolute error
0.5588
Root mean prior squared error
0.4319
Root mean squared error
0.3297
Root relative squared error
0.7634
SciMark benchmark
918.1156