Run
522562

Run 522562

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

classif.plr(6)Learner classif.plr from package(s) stepPlr.
classif.plr(6)_seed1
classif.plr(6)_kindMersenne-Twister
classif.plr(6)_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
0.5084
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1535.4501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.442
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
0.6318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3367
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.474
UserCPU time millis testing
0.241
UserCPU time millis training
3.233