Run
1852015

Run 1852015

Task 9954 (Supervised Classification) one-hundred-plants-margin 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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1364.8089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5642
Cross-validation details (10-fold Crossvalidation)