DEVELOPMENT... OpenML
Run
198786

Run 198786

Task 3888 (Supervised Classification) grub-damage 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
0.6937
Per class
F measure
0.7213
Per class
Kappa
0.3711
KB relative information score
47.1351
Mean absolute error
0.2839
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7302
Per class
Predictive accuracy
0.7161
Prior entropy
0.9027
Recall
0.7161
Per class
Relative absolute error
0.6552
Root mean prior squared error
0.465
Root mean squared error
0.5328
Root relative squared error
1.1459
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis training
50