DEVELOPMENT... OpenML
Run
198371

Run 198371

Task 3024 (Supervised Classification) sick 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
0.6808
Per class
F measure
0.9445
Per class
Kappa
0.4612
KB relative information score
14993.5214
Mean absolute error
0.0486
Mean prior absolute error
0.1152
Number of instances
37720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9438
Per class
Predictive accuracy
0.9514
Prior entropy
0.3333
Recall
0.9514
Per class
Relative absolute error
0.4217
Root mean prior squared error
0.2398
Root mean squared error
0.2204
Root relative squared error
0.9191
SciMark benchmark
934.4732
UserCPU time millis
510
UserCPU time millis training
510