Run
520096

Run 520096

Task 3486 (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
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.9626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0229
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
0.431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0765
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.274
UserCPU time millis testing
0.15
UserCPU time millis training
2.124