DEVELOPMENT... OpenML
Run
198045

Run 198045

Task 3 (Supervised Classification) kr-vs-kp 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
0.9349
Per class
F measure
0.9368
Per class
Kappa
0.8734
KB relative information score
2792.8485
Mean absolute error
0.0629
Mean prior absolute error
0.499
Number of instances
3196
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9407
Per class
Predictive accuracy
0.9371
Prior entropy
0.9986
Recall
0.9371
Per class
Relative absolute error
0.126
Root mean prior squared error
0.4995
Root mean squared error
0.2508
Root relative squared error
0.5021
SciMark benchmark
1318.1432
UserCPU time millis
460
UserCPU time millis testing
10
UserCPU time millis training
450