Run
1848049

Run 1848049

Task 21 (Supervised Classification) car 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
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1088.7922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6061
Cross-validation details (10-fold Crossvalidation)