Run
574017

Run 574017

Task 33 (Supervised Classification) cylinder-bands Uploaded 31-05-2016 by Jan van Rijn
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Flow

weka.SPegasos(6)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(6)_F1
weka.SPegasos(6)_L1.0E-4
weka.SPegasos(6)_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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.0743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1714.1911
UserCPU time millis
600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
600
Cross-validation details (10-fold Crossvalidation)