DEVELOPMENT... OpenML
Run
198590

Run 198590

Task 3690 (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
0.8578
Per class
F measure
0.8614
Per class
Kappa
0.7183
KB relative information score
363.0995
Mean absolute error
0.1383
Mean prior absolute error
0.493
Number of instances
506
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8615
Per class
Predictive accuracy
0.8617
Prior entropy
0.9899
Recall
0.8617
Per class
Relative absolute error
0.2806
Root mean prior squared error
0.4965
Root mean squared error
0.3719
Root relative squared error
0.7492
SciMark benchmark
1313.9994
UserCPU time millis
190
UserCPU time millis training
190