Run
5835939

Run 5835939

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-07-2017 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.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.653927041061156
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.61027745021078
mlr.classif.xgboost(9)_subsample0.951028612535447
mlr.classif.xgboost(9)_colsample_bytree0.565459050238132
mlr.classif.xgboost(9)_colsample_bylevel0.426176033681259
mlr.classif.xgboost(9)_lambda0.178166567502627
mlr.classif.xgboost(9)_alpha0.110151849271831
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4594
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12054.7722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0999
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
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.504
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.3855
UserCPU time millis
987.591
UserCPU time millis testing
16.255
UserCPU time millis training
971.336