DEVELOPMENT... OpenML
Run
28072

Run 28072

Task 4542 (Supervised Classification) hayes-roth Uploaded 09-10-2014 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)_I20
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
0.9002
Per class
Build CPU time
0.0133
Build memory
940792456.3697
F measure
0.7939
Per class
Kappa
0.5603
KB relative information score
662.1306
Mean absolute error
0.2407
Mean prior absolute error
0.4746
Number of instances
1320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7978
Per class
Predictive accuracy
0.7985
Prior entropy
0.9635
Recall
0.7985
Per class
Relative absolute error
0.5072
Root mean prior squared error
0.4869
Root mean squared error
0.3523
Root relative squared error
0.7235
SciMark benchmark
935.0506