DEVELOPMENT... OpenML
Run
198783

Run 198783

Task 3886 (Supervised Classification) soybean 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
0.9263
Per class
F measure
0.9676
Per class
Kappa
0.8605
KB relative information score
560.9254
Mean absolute error
0.0322
Mean prior absolute error
0.2339
Number of instances
683
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9675
Per class
Predictive accuracy
0.9678
Prior entropy
0.573
Recall
0.9678
Per class
Relative absolute error
0.1377
Root mean prior squared error
0.3414
Root mean squared error
0.1795
Root relative squared error
0.5257
SciMark benchmark
1363.454
UserCPU time millis
170
UserCPU time millis testing
10
UserCPU time millis training
160