DEVELOPMENT... OpenML
Run
198641

Run 198641

Task 3740 (Supervised Classification) fri_c1_100_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
0.5455
Per class
F measure
0.5409
Per class
Kappa
0.0887
KB relative information score
6.0952
Mean absolute error
0.46
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5527
Per class
Predictive accuracy
0.54
Prior entropy
0.99
Recall
0.54
Per class
Relative absolute error
0.9332
Root mean prior squared error
0.4964
Root mean squared error
0.6782
Root relative squared error
1.3663
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20