Run
1814992

Run 1814992

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 07-09-2016 by Andrey Ustyuzhanin
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Flow

mlr.classif.rpart(16)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(16)_xval0
mlr.classif.rpart(16)_openml.seed1
mlr.classif.rpart(16)_openml.kindMersenne-Twister
mlr.classif.rpart(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
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6073.813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0879
Cross-validation details (10-fold Crossvalidation)