Run
1848154

Run 1848154

Task 36 (Supervised Classification) segment 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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2097.3689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9147
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3969
Cross-validation details (10-fold Crossvalidation)