DEVELOPMENT... OpenML
Run
198140

Run 198140

Task 272 (Supervised Classification) haberman 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
0.5233
Per class
F measure
0.6482
Per class
Kappa
0.0638
KB relative information score
24.5739
Mean absolute error
0.27
Mean prior absolute error
0.3925
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6749
Per class
Predictive accuracy
0.73
Prior entropy
0.836
Recall
0.73
Per class
Relative absolute error
0.688
Root mean prior squared error
0.444
Root mean squared error
0.5196
Root relative squared error
1.1704
SciMark benchmark
916.5955
UserCPU time millis
30
UserCPU time millis training
30