DEVELOPMENT... OpenML
Run
199095

Run 199095

Task 4395 (Supervised Classification) boston_corrected 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
0.8485
Per class
F measure
0.8513
Per class
Kappa
0.698
KB relative information score
3524.8707
Mean absolute error
0.1486
Mean prior absolute error
0.493
Number of instances
5060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8512
Per class
Predictive accuracy
0.8514
Prior entropy
0.9899
Recall
0.8514
Per class
Relative absolute error
0.3015
Root mean prior squared error
0.4965
Root mean squared error
0.3855
Root relative squared error
0.7765
SciMark benchmark
889.3151
UserCPU time millis
230
UserCPU time millis training
230