Run
522571

Run 522571

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 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)
UserCPU time millis
1.88
UserCPU time millis testing
0.048
UserCPU time millis training
1.832