DEVELOPMENT... OpenML
Run
198642

Run 198642

Task 3741 (Supervised Classification) fri_c2_250_50 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
0.6223
Per class
F measure
0.5527
Per class
Kappa
0.229
KB relative information score
43.2783
Mean absolute error
0.408
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7081
Per class
Predictive accuracy
0.592
Prior entropy
0.9934
Recall
0.592
Per class
Relative absolute error
0.8235
Root mean prior squared error
0.4977
Root mean squared error
0.6387
Root relative squared error
1.2834
SciMark benchmark
940.3347
UserCPU time millis
50
UserCPU time millis training
50