Run
198268

Run 198268

Task 1934 (Supervised Classification) hepatitis 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
0.7343
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8111
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4415
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
483.9383
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1942
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1550
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
0.8184
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8058
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8058
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5887
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4407
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0887
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
916.5955
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)