DEVELOPMENT... OpenML
Run
198722

Run 198722

Task 3823 (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
0.4063
Per class
F measure
0.3837
Per class
Kappa
-0.1385
KB relative information score
-58.7748
Mean absolute error
0.6333
Mean prior absolute error
0.4128
Number of instances
90
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4969
Per class
Predictive accuracy
0.3667
Prior entropy
0.8732
Recall
0.3667
Per class
Relative absolute error
1.5342
Root mean prior squared error
0.4533
Root mean squared error
0.7958
Root relative squared error
1.7557
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10