Run
1848513

Run 1848513

Task 3891 (Supervised Classification) gina_agnostic Uploaded 02-03-2017 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
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2155.9785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1929
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7476
Cross-validation details (10-fold Crossvalidation)