Run
553516

Run 553516

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 10-04-2016 by Junquan Xi
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_mtry3
classif.randomForest(50)_nodesize2
classif.randomForest(50)_maxnodes1119
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9504.4564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2038
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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5298
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
105.678
UserCPU time millis testing
1.549
UserCPU time millis training
104.129