Run
1852360

Run 1852360

Task 125923 (Supervised Classification) Australian Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.lda.preproc(2)Learner mlr.classif.lda.preproc from package(s) MASS.
mlr.classif.lda.preproc(2)_openml.seed1
mlr.classif.lda.preproc(2)_openml.kindMersenne-Twister
mlr.classif.lda.preproc(2)_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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
470.5641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.669
Cross-validation details (10-fold Crossvalidation)