Run
7141207

Run 7141207

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)_eta0.0231693676919899
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight15.1029726676738
mlr.classif.xgboost(9)_subsample0.950473895040341
mlr.classif.xgboost(9)_colsample_bytree0.802583925426006
mlr.classif.xgboost(9)_colsample_bylevel0.634431260172278
mlr.classif.xgboost(9)_lambda0.00300969519214037
mlr.classif.xgboost(9)_alpha2.22508938331073
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3449
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
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8645
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11541.9407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.125
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
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.4402
UserCPU time millis
1611.412
UserCPU time millis testing
25.566
UserCPU time millis training
1585.846