DEVELOPMENT... OpenML
Run
199227

Run 199227

Task 4528 (Supervised Classification) postoperative-patient-data 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
0.4199
Per class
F measure
0.4035
Per class
Kappa
-0.1197
KB relative information score
-546.1554
Mean absolute error
0.6156
Mean prior absolute error
0.4128
Number of instances
900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5125
Per class
Predictive accuracy
0.3844
Prior entropy
0.8732
Recall
0.3844
Per class
Relative absolute error
1.4912
Root mean prior squared error
0.4533
Root mean squared error
0.7846
Root relative squared error
1.7309
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10