DEVELOPMENT... OpenML
Run
198967

Run 198967

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 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
0.7231
Per class
F measure
0.7968
Per class
Kappa
0.4513
KB relative information score
382.1994
Mean absolute error
0.2021
Mean prior absolute error
0.375
Number of instances
970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7957
Per class
Predictive accuracy
0.7979
Prior entropy
0.8153
Recall
0.7979
Per class
Relative absolute error
0.5389
Root mean prior squared error
0.4315
Root mean squared error
0.4495
Root relative squared error
1.0416
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20