DEVELOPMENT... OpenML
Run
199239

Run 199239

Task 4538 (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
0.9885
Per class
F measure
0.9893
Per class
Kappa
0.9772
KB relative information score
8211.4232
Mean absolute error
0.0107
Mean prior absolute error
0.4698
Number of instances
8410
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9893
Per class
Predictive accuracy
0.9893
Prior entropy
0.9561
Recall
0.9893
Per class
Relative absolute error
0.0228
Root mean prior squared error
0.4846
Root mean squared error
0.1034
Root relative squared error
0.2135
SciMark benchmark
1318.1432
UserCPU time millis
160
UserCPU time millis training
160