DEVELOPMENT... OpenML
Run
198735

Run 198735

Task 3838 (Supervised Classification) autos 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
0.7992
Per class
F measure
0.8468
Per class
Kappa
0.6427
KB relative information score
132.9925
Mean absolute error
0.1463
Mean prior absolute error
0.4406
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8564
Per class
Predictive accuracy
0.8537
Prior entropy
0.9134
Recall
0.8537
Per class
Relative absolute error
0.3321
Root mean prior squared error
0.4691
Root mean squared error
0.3825
Root relative squared error
0.8156
SciMark benchmark
937.6212
UserCPU time millis
70
UserCPU time millis training
70