DEVELOPMENT... OpenML
Run
32199

Run 32199

Task 1907 (Supervised Classification) colic 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
0.8776
Per class
Build CPU time
0.6085
Build memory
1224132006.0261
F measure
0.8524
Per class
Kappa
0.6789
KB relative information score
1973.7224
Mean absolute error
0.2313
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
0.8569
Per class
Predictive accuracy
0.8557
Prior entropy
0.9509
Recall
0.8557
Per class
Relative absolute error
0.4961
Root mean prior squared error
0.4827
Root mean squared error
0.3439
Root relative squared error
0.7124
SciMark benchmark
891.3851