Run
1848129

Run 1848129

Task 32 (Supervised Classification) pendigits Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(16)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(16)_openml.seed1
mlr.classif.C50.preproc(16)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(16)_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
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10532.4096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2565
Cross-validation details (10-fold Crossvalidation)