DEVELOPMENT... OpenML
Run
87255

Run 87255

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_SPegasos(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SPegasos(2)_I10
weka.Bagging_SPegasos(2)_P100
weka.Bagging_SPegasos(2)_S1
weka.Bagging_SPegasos(2)_Wweka.classifiers.functions.SPegasos
weka.Bagging_SPegasos(2)_num-slots1
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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
0.9098
Per class
Build CPU time
0.2662
Build memory
193959222.5684
F measure
0.9234
Per class
Kappa
0.6638
KB relative information score
281.1911
Mean absolute error
0.0735
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
0.925
Per class
Predictive accuracy
0.9221
Prior entropy
0.5574
Recall
0.9221
Per class
Relative absolute error
0.3265
Root mean prior squared error
0.3346
Root mean squared error
0.244
Root relative squared error
0.7294
SciMark benchmark
934.8065