DEVELOPMENT... OpenML
Run
198992

Run 198992

Task 4286 (Supervised Classification) fri_c3_1000_25 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
0.531
Per class
F measure
0.4183
Per class
Kappa
0.0565
KB relative information score
-403.6832
Mean absolute error
0.5105
Mean prior absolute error
0.4935
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
0.5753
Per class
Predictive accuracy
0.4895
Prior entropy
0.9906
Recall
0.4895
Per class
Relative absolute error
1.0344
Root mean prior squared error
0.4967
Root mean squared error
0.7145
Root relative squared error
1.4384
SciMark benchmark
889.3151
UserCPU time millis
130
UserCPU time millis training
130