DEVELOPMENT... OpenML
Run
26679

Run 26679

Task 257 (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
0.8652
Per class
Build CPU time
0.109
Build memory
173447728
F measure
0.8226
Per class
Kappa
0.643
KB relative information score
62.3755
Mean absolute error
0.2685
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8393
Per class
Predictive accuracy
0.8264
Prior entropy
0.9509
Recall
0.8264
Per class
Relative absolute error
0.55
Root mean prior squared error
0.505
Root mean squared error
0.3873
Root relative squared error
0.7669
SciMark benchmark
936.9437