DEVELOPMENT... OpenML
Run
76488

Run 76488

Task 3630 (Supervised Classification) analcatdata_apnea3 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)_I20
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
0.9352
Per class
Build CPU time
0.4718
Build memory
1820255893.6
F measure
0.9072
Per class
Kappa
0.5506
KB relative information score
184.613
Mean absolute error
0.1016
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9051
Per class
Predictive accuracy
0.9111
Prior entropy
0.5405
Recall
0.9111
Per class
Relative absolute error
0.4707
Root mean prior squared error
0.3275
Root mean squared error
0.2455
Root relative squared error
0.7496
SciMark benchmark
940.0535