DEVELOPMENT... OpenML
Run
27623

Run 27623

Task 1907 (Supervised Classification) colic Uploaded 08-10-2014 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
0.8722
Per class
Build CPU time
0.0765
Build memory
1361179294.1609
F measure
0.8506
Per class
Kappa
0.6753
KB relative information score
1965.2504
Mean absolute error
0.2321
Mean prior absolute error
0.4662
Number of instances
3680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8544
Per class
Predictive accuracy
0.8538
Prior entropy
0.9509
Recall
0.8538
Per class
Relative absolute error
0.4978
Root mean prior squared error
0.4827
Root mean squared error
0.3456
Root relative squared error
0.716
SciMark benchmark
922.719