DEVELOPMENT... OpenML
Run
78719

Run 78719

Task 27 (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)_I160
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
0.9037
Per class
Build CPU time
0.4652
Build memory
1260678214.413
F measure
0.854
Per class
Kappa
0.6837
KB relative information score
173.0953
Mean absolute error
0.2661
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8552
Per class
Predictive accuracy
0.856
Prior entropy
0.9509
Recall
0.856
Per class
Relative absolute error
0.5709
Root mean prior squared error
0.4827
Root mean squared error
0.3382
Root relative squared error
0.7006
SciMark benchmark
940.4855