DEVELOPMENT... OpenML
Run
199074

Run 199074

Task 4367 (Supervised Classification) fri_c4_1000_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
0.5251
Per class
F measure
0.4051
Per class
Kappa
0.0454
KB relative information score
-606.6682
Mean absolute error
0.5194
Mean prior absolute error
0.4928
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5657
Per class
Predictive accuracy
0.4806
Prior entropy
0.9896
Recall
0.4806
Per class
Relative absolute error
1.0539
Root mean prior squared error
0.4964
Root mean squared error
0.7207
Root relative squared error
1.4519
SciMark benchmark
889.3151
UserCPU time millis
220
UserCPU time millis testing
10
UserCPU time millis training
210