DEVELOPMENT... OpenML
Run
198721

Run 198721

Task 3821 (Supervised Classification) segment 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
0.9922
Per class
F measure
0.9974
Per class
Kappa
0.9893
KB relative information score
2276.2344
Mean absolute error
0.0026
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9974
Per class
Predictive accuracy
0.9974
Prior entropy
0.5925
Recall
0.9974
Per class
Relative absolute error
0.0106
Root mean prior squared error
0.3499
Root mean squared error
0.051
Root relative squared error
0.1456
SciMark benchmark
1336.3256
UserCPU time millis
170
UserCPU time millis testing
10
UserCPU time millis training
160