Run
5823969

Run 5823969

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
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.466491744020824
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.71489827173078
mlr.classif.xgboost(9)_subsample0.772375591122545
mlr.classif.xgboost(9)_colsample_bytree0.627287387382239
mlr.classif.xgboost(9)_colsample_bylevel0.362323235254735
mlr.classif.xgboost(9)_lambda0.412774246934687
mlr.classif.xgboost(9)_alpha0.0437608623865207
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds488
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12730.6512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0772
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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4373
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.8168
UserCPU time millis
249.822
UserCPU time millis testing
3.866
UserCPU time millis training
245.956