DEVELOPMENT... OpenML
Run
199123

Run 199123

Task 4423 (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
0.85
Per class
F measure
0.8535
Per class
Kappa
0.6983
KB relative information score
3508.762
Mean absolute error
0.1466
Mean prior absolute error
0.4849
Number of instances
5060
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8538
Per class
Predictive accuracy
0.8534
Prior entropy
0.9782
Recall
0.8534
Per class
Relative absolute error
0.3024
Root mean prior squared error
0.4924
Root mean squared error
0.3829
Root relative squared error
0.7777
SciMark benchmark
1442.7264
UserCPU time millis
30
UserCPU time millis training
30