DEVELOPMENT... OpenML
Run
198592

Run 198592

Task 3693 (Supervised Classification) fri_c4_100_100 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
0.5855
Per class
F measure
0.5877
Per class
Kappa
0.1721
KB relative information score
17.5791
Mean absolute error
0.41
Mean prior absolute error
0.4982
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
0.5884
Per class
Predictive accuracy
0.59
Prior entropy
0.9975
Recall
0.59
Per class
Relative absolute error
0.8229
Root mean prior squared error
0.4991
Root mean squared error
0.6403
Root relative squared error
1.2829
SciMark benchmark
940.3347
UserCPU time millis
30
UserCPU time millis training
30