Run
6219448

Run 6219448

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.0203074730297593
mlr.classif.svm(6)_kernellinear
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6178
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
790.3799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4731
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
0.5925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.5533
UserCPU time millis
606.209
UserCPU time millis testing
5.752
UserCPU time millis training
600.457