DEVELOPMENT... OpenML
Run
198737

Run 198737

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9924
Per class
F measure
0.9929
Per class
Kappa
0.9848
KB relative information score
827.6996
Mean absolute error
0.0071
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9929
Per class
Predictive accuracy
0.9929
Prior entropy
0.9561
Recall
0.9929
Per class
Relative absolute error
0.0152
Root mean prior squared error
0.4846
Root mean squared error
0.0845
Root relative squared error
0.1743
SciMark benchmark
1312.3073
UserCPU time millis
170
UserCPU time millis training
170