Run
1815257

Run 1815257

Task 32 (Supervised Classification) pendigits Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(18)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(18)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(18)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(18)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10516.221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0083
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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3033
Cross-validation details (10-fold Crossvalidation)