Run
522568

Run 522568

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

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12985.9326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0656
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
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5148
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
210.022
UserCPU time millis testing
6.526
UserCPU time millis training
203.496