DEVELOPMENT... OpenML
Run
75162

Run 75162

Task 27 (Supervised Classification) colic Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9012
Per class
Build CPU time
3.7341
Build memory
859955918.2826
F measure
0.8508
Per class
Kappa
0.6762
KB relative information score
170.2055
Mean absolute error
0.2693
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8528
Per class
Predictive accuracy
0.8533
Prior entropy
0.9509
Recall
0.8533
Per class
Relative absolute error
0.5777
Root mean prior squared error
0.4827
Root mean squared error
0.3418
Root relative squared error
0.7082
SciMark benchmark
785.9104