DEVELOPMENT... OpenML
Run
69268

Run 69268

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I160
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.6426
Per class
Build CPU time
0.0545
Build memory
775336930.3411
F measure
0.8028
Per class
KB relative information score
124.4873
Mean absolute error
0.1374
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7487
Per class
Predictive accuracy
0.8653
Prior entropy
0.5744
Recall
0.8653
Per class
Relative absolute error
0.5863
Root mean prior squared error
0.3414
Root mean squared error
0.3649
Root relative squared error
1.0686
SciMark benchmark
937.52