DEVELOPMENT... OpenML
Run
199025

Run 199025

Task 4327 (Supervised Classification) autoPrice 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
0.9576
Per class
F measure
0.9659
Per class
Kappa
0.9236
KB relative information score
1461.2845
Mean absolute error
0.034
Mean prior absolute error
0.4492
Number of instances
1590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9661
Per class
Predictive accuracy
0.966
Prior entropy
0.9264
Recall
0.966
Per class
Relative absolute error
0.0756
Root mean prior squared error
0.4736
Root mean squared error
0.1843
Root relative squared error
0.3891
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20