DEVELOPMENT... OpenML
Run
198184

Run 198184

Task 1791 (Supervised Classification) colic Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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.

22 Evaluation measures

Area under ROC curve
0.7028
Per class
F measure
0.6901
Per class
Kappa
0.3749
KB relative information score
557.7029
Mean absolute error
0.3152
Mean prior absolute error
0.4662
Number of instances
1840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7249
Per class
Predictive accuracy
0.6848
Prior entropy
0.9509
Recall
0.6848
Per class
Relative absolute error
0.6762
Root mean prior squared error
0.4827
Root mean squared error
0.5614
Root relative squared error
1.1632
SciMark benchmark
1318.1432
UserCPU time millis
100
UserCPU time millis training
100