DEVELOPMENT... OpenML
Run
198596

Run 198596

Task 3695 (Supervised Classification) fri_c2_250_10 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
0.7399
Per class
F measure
0.6988
Per class
Kappa
0.4222
KB relative information score
80.48
Mean absolute error
0.304
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7796
Per class
Predictive accuracy
0.696
Prior entropy
0.9468
Recall
0.696
Per class
Relative absolute error
0.6562
Root mean prior squared error
0.4812
Root mean squared error
0.5514
Root relative squared error
1.1459
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10