DEVELOPMENT... OpenML
Run
198126

Run 198126

Task 257 (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
0.7288
Per class
F measure
0.7337
Per class
Kappa
0.4618
KB relative information score
58.5265
Mean absolute error
0.2645
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7355
Per class
Predictive accuracy
0.7355
Prior entropy
0.9509
Recall
0.7355
Per class
Relative absolute error
0.5417
Root mean prior squared error
0.505
Root mean squared error
0.5143
Root relative squared error
1.0183
SciMark benchmark
916.5955
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90