DEVELOPMENT... OpenML
Run
199147

Run 199147

Task 4435 (Supervised Classification) fri_c2_1000_50 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
0.5609
Per class
F measure
0.4598
Per class
Kappa
0.1074
KB relative information score
-238.3782
Mean absolute error
0.4923
Mean prior absolute error
0.4866
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6215
Per class
Predictive accuracy
0.5077
Prior entropy
0.9806
Recall
0.5077
Per class
Relative absolute error
1.0118
Root mean prior squared error
0.4932
Root mean squared error
0.7016
Root relative squared error
1.4225
SciMark benchmark
1304.9611
UserCPU time millis
170
UserCPU time millis training
170