Run
553158

Run 553158

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 09-04-2016 by Junquan Xi
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_sampsize9826
classif.randomForest(50)_maxnodes9826
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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12882.3726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.069
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
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.528
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
109.141
UserCPU time millis testing
1.671
UserCPU time millis training
107.47