Run
512190

Run 512190

Task 9988 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(9)Learner classif.lda from package(s) MASS.
classif.lda(9)_seed1
classif.lda(9)_kindMersenne-Twister
classif.lda(9)_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
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.8787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1523
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8347
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.228
UserCPU time millis testing
0.064
UserCPU time millis training
0.164