Run
437785

Run 437785

Task 7535 (Learning Curve) monks-problems-2 Uploaded 13-05-2015 by Joaquin Vanschoren
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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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
KB relative information score
0.2057 ± 0.0126
Mean absolute error
0.3428 ± 0.0083
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6572 ± 0.0083
Prior entropy
0.9274 ± 0.0078
Recall
0.6572 ± 0.0083
Per class
Relative absolute error
0.7605 ± 0.014
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.5855 ± 0.0071
Root relative squared error
1.2335 ± 0.0078
SciMark benchmark
941.3619
UserCPU time millis
60
UserCPU time millis training
60