DEVELOPMENT... OpenML
Run
198067

Run 198067

Task 27 (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
0.7581
Per class
F measure
0.7436
Per class
Kappa
0.4797
KB relative information score
155.7217
Mean absolute error
0.2609
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7753
Per class
Predictive accuracy
0.7391
Prior entropy
0.9509
Recall
0.7391
Per class
Relative absolute error
0.5596
Root mean prior squared error
0.4827
Root mean squared error
0.5108
Root relative squared error
1.0581
SciMark benchmark
1318.1432
UserCPU time millis
100
UserCPU time millis training
100