DEVELOPMENT... OpenML
Run
198630

Run 198630

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.623
Per class
F measure
0.6031
Per class
Kappa
0.2504
KB relative information score
22.8917
Mean absolute error
0.3678
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6709
Per class
Predictive accuracy
0.6322
Prior entropy
0.9992
Recall
0.6322
Per class
Relative absolute error
0.7365
Root mean prior squared error
0.4997
Root mean squared error
0.6065
Root relative squared error
1.2137
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10