Run
199123

Run 199123

Task 4423 (Supervised Classification) boston 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
0.85
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8535
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6983
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3508.762
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1466
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8538
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8534
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8534
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3024
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3829
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7777
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1442.7264
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)