DEVELOPMENT... OpenML
Run
199219

Run 199219

Task 4491 (Supervised Classification) visualizing_soil 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
0.9879
Per class
F measure
0.9888
Per class
Kappa
0.9774
KB relative information score
84455.5795
Mean absolute error
0.0111
Mean prior absolute error
0.495
Number of instances
86410
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.989
Per class
Predictive accuracy
0.9889
Prior entropy
0.9928
Recall
0.9889
Per class
Relative absolute error
0.0225
Root mean prior squared error
0.4975
Root mean squared error
0.1056
Root relative squared error
0.2122
SciMark benchmark
1325.2092
UserCPU time millis
250
UserCPU time millis testing
20
UserCPU time millis training
230