DEVELOPMENT... OpenML
Run
199091

Run 199091

Task 4377 (Supervised Classification) kin8nm 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
0.659
Per class
F measure
0.6572
Per class
Kappa
0.319
KB relative information score
26309.216
Mean absolute error
0.3393
Mean prior absolute error
0.4998
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6653
Per class
Predictive accuracy
0.6607
Prior entropy
0.9998
Recall
0.6607
Per class
Relative absolute error
0.6788
Root mean prior squared error
0.4999
Root mean squared error
0.5825
Root relative squared error
1.1651
SciMark benchmark
889.3151
UserCPU time millis
500
UserCPU time millis testing
10
UserCPU time millis training
490