Run
520097

Run 520097

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

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.6915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.9989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0244
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
0.4147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
31.884
UserCPU time millis testing
8.559
UserCPU time millis training
23.325