DEVELOPMENT... OpenML
Run
198636

Run 198636

Task 3736 (Supervised Classification) boston 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
0.8526
Per class
F measure
0.8488
Per class
Kappa
0.6921
KB relative information score
345.0258
Mean absolute error
0.1522
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8546
Per class
Predictive accuracy
0.8478
Prior entropy
0.9782
Recall
0.8478
Per class
Relative absolute error
0.3138
Root mean prior squared error
0.4924
Root mean squared error
0.3901
Root relative squared error
0.7923
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis training
50