DEVELOPMENT... OpenML
Run
32837

Run 32837

Task 4592 (Supervised Classification) analcatdata_germangss 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
0.9366
Per class
Build CPU time
0.0906
Build memory
398270190.88
F measure
0.9117
Per class
Kappa
0.7476
KB relative information score
2383.0093
Mean absolute error
0.1398
Mean prior absolute error
0.3495
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.912
Per class
Predictive accuracy
0.9115
Prior entropy
0.7716
Recall
0.9115
Per class
Relative absolute error
0.4001
Root mean prior squared error
0.4176
Root mean squared error
0.2648
Root relative squared error
0.6342
SciMark benchmark
942.0847