Run
7138239

Run 7138239

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)_eta0.00443843634929898
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.08903698777054
mlr.classif.xgboost(9)_subsample0.361008208221756
mlr.classif.xgboost(9)_colsample_bytree0.850251882337034
mlr.classif.xgboost(9)_colsample_bylevel0.436983237974346
mlr.classif.xgboost(9)_lambda481.819413823932
mlr.classif.xgboost(9)_alpha19.3697310509521
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds104
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
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
239.2699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4893
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
0.7115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.2363
UserCPU time millis
58.4
UserCPU time millis testing
0.767
UserCPU time millis training
57.633