Run
522564

Run 522564

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_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
0.6231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3966.0633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3621
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
0.6361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2098
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.043
UserCPU time millis testing
0.04
UserCPU time millis training
5.003