DEVELOPMENT... OpenML
Run
199159

Run 199159

Task 4458 (Supervised Classification) cloud 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
0.4982
Per class
F measure
0.5983
Per class
Kappa
-0.0041
KB relative information score
60.1887
Mean absolute error
0.3676
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.581
Per class
Predictive accuracy
0.6324
Prior entropy
0.8813
Recall
0.6324
Per class
Relative absolute error
0.8783
Root mean prior squared error
0.4566
Root mean squared error
0.6063
Root relative squared error
1.3277
SciMark benchmark
939.5205
UserCPU time millis
10
UserCPU time millis training
10