Run
7142377

Run 7142377

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)_eta0.099353500645133
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight97.7236961497396
mlr.classif.xgboost(9)_subsample0.440490661165677
mlr.classif.xgboost(9)_colsample_bytree0.637501419754699
mlr.classif.xgboost(9)_colsample_bylevel0.825249159242958
mlr.classif.xgboost(9)_lambda45.926230608652
mlr.classif.xgboost(9)_alpha19.7801614463043
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2133
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7873.4755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2528
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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.8571
UserCPU time millis
782.076
UserCPU time millis testing
10.2
UserCPU time millis training
771.876