Run
1848238

Run 1848238

Task 53 (Supervised Classification) vehicle 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
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
603.8069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1315
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.619
Cross-validation details (10-fold Crossvalidation)