Run
553148

Run 553148

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

ModelMultiplexer(2)Learner ModelMultiplexer from package(s) kernlab, randomForest.
ModelMultiplexer(2)_selected.learnerclassif.ksvm
ModelMultiplexer(2)_seed1
ModelMultiplexer(2)_kindMersenne-Twister
ModelMultiplexer(2)_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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7091.3808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2738
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
0.8032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7418
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
176.851
UserCPU time millis testing
6.833
UserCPU time millis training
170.018