DEVELOPMENT... OpenML
Run
32891

Run 32891

Task 4595 (Supervised Classification) ada_prior Uploaded 14-10-2014 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
0.8903
Per class
Build CPU time
10.8219
Build memory
923146383.5414
F measure
0.8379
Per class
Kappa
0.5511
KB relative information score
19311.5142
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
0.8375
Per class
Predictive accuracy
0.8446
Prior entropy
0.8085
Recall
0.8446
Per class
Relative absolute error
0.5587
Root mean prior squared error
0.4319
Root mean squared error
0.3294
Root relative squared error
0.7626
SciMark benchmark
944.1221