Run
520114

Run 520114

Task 3817 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(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
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
371.2017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0414
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.668
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.868
UserCPU time millis testing
0.748
UserCPU time millis training
3.12