DEVELOPMENT... OpenML
Run
79998

Run 79998

Task 257 (Supervised Classification) colic Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8364
Per class
Build CPU time
0.056
Build memory
631743664
F measure
0.7819
Per class
Kappa
0.56
KB relative information score
51.7742
Mean absolute error
0.3118
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
0.79
Per class
Predictive accuracy
0.7851
Prior entropy
0.9509
Recall
0.7851
Per class
Relative absolute error
0.6386
Root mean prior squared error
0.505
Root mean squared error
0.4005
Root relative squared error
0.7931
SciMark benchmark
943.4766