DEVELOPMENT... OpenML
Run
31948

Run 31948

Task 3896 (Supervised Classification) ada_agnostic 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
0.8943
Per class
Build CPU time
54.5287
Build memory
1058798853.3608
F measure
0.8419
Per class
Kappa
0.563
KB relative information score
1968.1953
Mean absolute error
0.2036
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
0.8415
Per class
Predictive accuracy
0.8481
Prior entropy
0.8085
Recall
0.8481
Per class
Relative absolute error
0.5456
Root mean prior squared error
0.4319
Root mean squared error
0.3272
Root relative squared error
0.7576
SciMark benchmark
943.6397