Run
520100

Run 520100

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

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(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
0.6093
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.0673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0306
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
0.1919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.2655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1749
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.352
UserCPU time millis testing
1.673
UserCPU time millis training
2.679