DEVELOPMENT... OpenML
Run
199111

Run 199111

Task 4409 (Supervised Classification) kdd_el_nino-small 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
0.9374
Per class
F measure
0.9401
Per class
Kappa
0.8689
KB relative information score
6743.864
Mean absolute error
0.0601
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9405
Per class
Predictive accuracy
0.9399
Prior entropy
0.9348
Recall
0.9399
Per class
Relative absolute error
0.132
Root mean prior squared error
0.4771
Root mean squared error
0.2452
Root relative squared error
0.5139
SciMark benchmark
1404.1865
UserCPU time millis
180
UserCPU time millis testing
10
UserCPU time millis training
170