Run
540810

Run 540810

Task 3683 (Supervised Classification) diggle_table_a2 Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.653
classif.svm(9)_degree4
classif.svm(9)_coef00.291
classif.svm(9)_gamma31.3
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
279.8095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.997
Cross-validation details (10-fold Crossvalidation)
Recall
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.22
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4409
Cross-validation details (10-fold Crossvalidation)