Run
7133473

Run 7133473

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 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)_eta0.00195035692690042
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight88.2211187937518
mlr.classif.xgboost(9)_subsample0.648811419005506
mlr.classif.xgboost(9)_colsample_bytree0.317940957378596
mlr.classif.xgboost(9)_colsample_bylevel0.817311021266505
mlr.classif.xgboost(9)_lambda0.0324828213448059
mlr.classif.xgboost(9)_alpha2.57148430157365
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1840
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
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3415.8238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4005
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
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.0341
UserCPU time millis
697.135
UserCPU time millis testing
13.285
UserCPU time millis training
683.85