DEVELOPMENT... OpenML
Run
198654

Run 198654

Task 3752 (Supervised Classification) fri_c0_100_25 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
0.72
Per class
F measure
0.7199
Per class
Kappa
0.44
KB relative information score
44
Mean absolute error
0.28
Mean prior absolute error
0.5
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
0.7204
Per class
Predictive accuracy
0.72
Prior entropy
1
Recall
0.72
Per class
Relative absolute error
0.56
Root mean prior squared error
0.5
Root mean squared error
0.5292
Root relative squared error
1.0583
SciMark benchmark
889.3151
UserCPU time millis
20
UserCPU time millis training
20