Run
538366

Run 538366

Task 3893 (Supervised Classification) sylva_prior Uploaded 18-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.00843
classif.svm(8)_kernellinear
classif.svm(8)_degree1
classif.svm(8)_coef00.554
classif.svm(8)_gamma985
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13128.0482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3502
Cross-validation details (10-fold Crossvalidation)