Run
7136875

Run 7136875

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)_eta0.00904629231796635
mlr.classif.xgboost(9)_min_child_weight16.8642428423415
mlr.classif.xgboost(9)_subsample0.466655634623021
mlr.classif.xgboost(9)_colsample_bytree0.808030464686453
mlr.classif.xgboost(9)_colsample_bylevel0.374069106765091
mlr.classif.xgboost(9)_lambda29.3684736958477
mlr.classif.xgboost(9)_alpha125.008063228643
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2713
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
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2540.2798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4263
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
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8934
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.3524
UserCPU time millis
609.947
UserCPU time millis testing
7.407
UserCPU time millis training
602.54