Run
522546

Run 522546

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.6238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6303
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3992.4609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3612
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
0.6371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2084
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.888
UserCPU time millis testing
0.19
UserCPU time millis training
1.698