DEVELOPMENT... OpenML
Run
198094

Run 198094

Task 57 (Supervised Classification) ionosphere 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
0.8435
Per class
F measure
0.8573
Per class
Kappa
0.6894
KB relative information score
238.3814
Mean absolute error
0.1425
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8571
Per class
Predictive accuracy
0.8576
Prior entropy
0.9425
Recall
0.8576
Per class
Relative absolute error
0.3094
Root mean prior squared error
0.4797
Root mean squared error
0.3774
Root relative squared error
0.7868
SciMark benchmark
916.5955
UserCPU time millis
50
UserCPU time millis training
50