DEVELOPMENT... OpenML
Run
198482

Run 198482

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.8627
Per class
F measure
0.8707
Per class
Kappa
0.7361
KB relative information score
374.9504
Mean absolute error
0.128
Mean prior absolute error
0.4921
Number of instances
508
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8752
Per class
Predictive accuracy
0.872
Prior entropy
0.9886
Recall
0.872
Per class
Relative absolute error
0.26
Root mean prior squared error
0.496
Root mean squared error
0.3577
Root relative squared error
0.7212
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30

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