Run
542982

Run 542982

Task 3887 (Supervised Classification) analcatdata_germangss Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost5.43e+03
classif.svm(9)_kernellinear
classif.svm(9)_degree1
classif.svm(9)_coef00.0297
classif.svm(9)_gamma1.53e+03
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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
281.4742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.09
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.91
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7184
Cross-validation details (10-fold Crossvalidation)