Run
522545

Run 522545

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 09-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8947.0942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1983
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
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
121.233
UserCPU time millis testing
11.673
UserCPU time millis training
109.56