Run
1815332

Run 1815332

Task 3481 (Supervised Classification) isolet Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(34)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(34)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(34)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(34)_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
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6443.9224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0132
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
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5972
Cross-validation details (10-fold Crossvalidation)