DEVELOPMENT... OpenML
Run
30209

Run 30209

Task 4621 (Supervised Classification) kc1-binary 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
0.8143
Per class
Build CPU time
0.5632
Build memory
88388212.0662
F measure
0.7221
Per class
Kappa
0.4319
KB relative information score
517.0268
Mean absolute error
0.3153
Mean prior absolute error
0.4853
Number of instances
1450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7257
Per class
Predictive accuracy
0.7207
Prior entropy
0.979
Recall
0.7207
Per class
Relative absolute error
0.6496
Root mean prior squared error
0.4925
Root mean squared error
0.4135
Root relative squared error
0.8396
SciMark benchmark
945.3757