DEVELOPMENT... OpenML
Run
87705

Run 87705

Task 3021 (Supervised Classification) sick 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
0.7648
Per class
Build CPU time
5.3707
Build memory
530634204.1633
F measure
0.9389
Per class
Kappa
0.3792
KB relative information score
1695.0497
Mean absolute error
0.0473
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9432
Per class
Predictive accuracy
0.9504
Prior entropy
0.3333
Recall
0.9504
Per class
Relative absolute error
0.4111
Root mean prior squared error
0.2398
Root mean squared error
0.2038
Root relative squared error
0.8501
SciMark benchmark
936.5169