DEVELOPMENT... OpenML
Run
31174

Run 31174

Task 1886 (Supervised Classification) letter 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
0.9981
Per class
Build CPU time
145.2284
Build memory
987329478.8
F measure
0.9409
Per class
Kappa
0.9385
KB relative information score
184534.1368
Mean absolute error
0.012
Mean prior absolute error
0.074
Number of instances
200000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9411
Per class
Predictive accuracy
0.9409
Prior entropy
4.6998
Recall
0.9409
Per class
Relative absolute error
0.162
Root mean prior squared error
0.1923
Root mean squared error
0.0651
Root relative squared error
0.3386
SciMark benchmark
940.8836