DEVELOPMENT... OpenML
Run
199126

Run 199126

Task 4417 (Supervised Classification) wind 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
0.8394
Per class
F measure
0.8387
Per class
Kappa
0.6768
KB relative information score
44385.5875
Mean absolute error
0.1614
Mean prior absolute error
0.4979
Number of instances
65740
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8398
Per class
Predictive accuracy
0.8386
Prior entropy
0.9969
Recall
0.8386
Per class
Relative absolute error
0.3242
Root mean prior squared error
0.4989
Root mean squared error
0.4018
Root relative squared error
0.8053
SciMark benchmark
1304.9611
UserCPU time millis
390
UserCPU time millis testing
10
UserCPU time millis training
380