Run
522570

Run 522570

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

classif.rotationForest(5)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(5)_seed1
classif.rotationForest(5)_kindMersenne-Twister
classif.rotationForest(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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8508.4873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2128
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
0.7964
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.43
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9274
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
141.114
UserCPU time millis testing
0.811
UserCPU time millis training
140.303