Run
538114

Run 538114

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 18-03-2016 by Random Bot
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_cost2.97
classif.svm(7)_kernellinear
classif.svm(7)_coef00.264
classif.svm(7)_gamma0.00088
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.2939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0177
Cross-validation details (10-fold Crossvalidation)