Run
520106

Run 520106

Task 3486 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
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.

20 Evaluation measures

Area under ROC curve
0.7036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.4096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0838
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.218
UserCPU time millis testing
0.26
UserCPU time millis training
5.958