DEVELOPMENT... OpenML
Run
80108

Run 80108

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.918
Per class
Build CPU time
0.0083
Build memory
361950738.4
F measure
0.9007
Per class
Kappa
0.5209
KB relative information score
175.4801
Mean absolute error
0.1036
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
0.8983
Per class
Predictive accuracy
0.9044
Prior entropy
0.5405
Recall
0.9044
Per class
Relative absolute error
0.4798
Root mean prior squared error
0.3275
Root mean squared error
0.2611
Root relative squared error
0.7972
SciMark benchmark
943.4766