DEVELOPMENT... OpenML
Run
199017

Run 199017

Task 4316 (Supervised Classification) auto_price 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
0.9601
Per class
F measure
0.9708
Per class
Kappa
0.9345
KB relative information score
1479.874
Mean absolute error
0.0289
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
0.9716
Per class
Predictive accuracy
0.9711
Prior entropy
0.9264
Recall
0.9711
Per class
Relative absolute error
0.0644
Root mean prior squared error
0.4736
Root mean squared error
0.1701
Root relative squared error
0.3592
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis training
10