Run
199004

Run 199004

Task 4303 (Supervised Classification) fri_c0_250_50 Uploaded 27-02-2015 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.

22 Evaluation measures

Area under ROC curve
0.7525
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7544
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5063
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1266.7225
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2452
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7546
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7548
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7548
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4924
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4952
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9924
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
940.3347
UserCPU time millis
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)