Run
522893

Run 522893

Task 3897 (Supervised Classification) eye_movements Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(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
0.5709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2453.1826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3715
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Number of instances
10936
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.4428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3012
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.954
UserCPU time millis testing
9.512
UserCPU time millis training
1.442