DEVELOPMENT... OpenML
Run
71100

Run 71100

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 01-12-2014 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)_I40
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
0.4824
Per class
Build CPU time
0.0056
Build memory
396441797.2884
F measure
0.8118
Per class
KB relative information score
125.2471
Mean absolute error
0.13
Mean prior absolute error
0.225
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
0.7597
Per class
Predictive accuracy
0.8716
Prior entropy
0.5574
Recall
0.8716
Per class
Relative absolute error
0.5777
Root mean prior squared error
0.3346
Root mean squared error
0.3581
Root relative squared error
1.0705
SciMark benchmark
938.3567

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