Run
553203

Run 553203

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 09-04-2016 by Junquan Xi
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_mtry5
classif.randomForest(50)_nodesize2
classif.randomForest(50)_maxnodes908
classif.randomForest(50)_importanceTRUE
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9817.5812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1912
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5209
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
258.355
UserCPU time millis testing
1.388
UserCPU time millis training
256.967