DEVELOPMENT... OpenML
Run
198458

Run 198458

Task 3556 (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
0.7577
Per class
F measure
0.8235
Per class
Kappa
0.5227
KB relative information score
45.8912
Mean absolute error
0.1753
Mean prior absolute error
0.375
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8224
Per class
Predictive accuracy
0.8247
Prior entropy
0.8153
Recall
0.8247
Per class
Relative absolute error
0.4674
Root mean prior squared error
0.4315
Root mean squared error
0.4186
Root relative squared error
0.9701
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis training
20