DEVELOPMENT... OpenML
Run
31739

Run 31739

Task 6 (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)_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
0.9984
Per class
Build CPU time
195.0013
Build memory
1320239242.4
F measure
0.9422
Per class
Kappa
0.9399
KB relative information score
18463.1868
Mean absolute error
0.012
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9425
Per class
Predictive accuracy
0.9422
Prior entropy
4.6998
Recall
0.9422
Per class
Relative absolute error
0.162
Root mean prior squared error
0.1923
Root mean squared error
0.0648
Root relative squared error
0.3371
SciMark benchmark
945.5709