DEVELOPMENT... OpenML
Run
198664

Run 198664

Task 3758 (Supervised Classification) chscase_geyser1 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
0.8675
Per class
F measure
0.8887
Per class
Kappa
0.7649
KB relative information score
170.8166
Mean absolute error
0.1081
Mean prior absolute error
0.4787
Number of instances
222
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9021
Per class
Predictive accuracy
0.8919
Prior entropy
0.9694
Recall
0.8919
Per class
Relative absolute error
0.2258
Root mean prior squared error
0.4891
Root mean squared error
0.3288
Root relative squared error
0.6722
SciMark benchmark
1363.454
UserCPU time millis
10
UserCPU time millis training
10