Run
1848127

Run 1848127

Task 31 (Supervised Classification) credit-g Uploaded 02-03-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.9141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7348
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8869
Cross-validation details (10-fold Crossvalidation)