Run
1848308

Run 1848308

Task 3481 (Supervised Classification) isolet Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(31)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(31)_openml.seed1
mlr.classif.C50.preproc(31)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(31)_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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6518.8926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5251
Cross-validation details (10-fold Crossvalidation)