Run
1847934

Run 1847934

Task 6 (Supervised Classification) letter Uploaded 01-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.lda.preproc(1)Learner mlr.classif.lda.preproc from package(s) MASS.
mlr.classif.lda.preproc(1)_openml.seed1
mlr.classif.lda.preproc(1)_openml.kindMersenne-Twister
mlr.classif.lda.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14540.2666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0301
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7012
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7012
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6636
Cross-validation details (10-fold Crossvalidation)