Run
539308

Run 539308

Task 3840 (Supervised Classification) letter Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.00172
classif.svm(8)_kernelpolynomial
classif.svm(8)_degree5
classif.svm(8)_coef00.378
classif.svm(8)_gamma0.000366
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4486.5698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.021
Cross-validation details (10-fold Crossvalidation)