Run
520123

Run 520123

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.0564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1036
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
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0562
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.817
UserCPU time millis testing
0.145
UserCPU time millis training
1.672