Run
1852150

Run 1852150

Task 9967 (Supervised Classification) steel-plates-fault 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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
661.5124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8306
Cross-validation details (10-fold Crossvalidation)