Run
7104199

Run 7104199

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)_eta0.00103637261723438
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight73.3071654957858
mlr.classif.xgboost(9)_subsample0.475553869316354
mlr.classif.xgboost(9)_colsample_bytree0.685430169571191
mlr.classif.xgboost(9)_colsample_bylevel0.60709099075757
mlr.classif.xgboost(9)_lambda50.9803820544945
mlr.classif.xgboost(9)_alpha0.0644799349689339
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3838
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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3975.8401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3831
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
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.83
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.3354
Total cost
UserCPU time millis
1910.705
UserCPU time millis testing
26.854
UserCPU time millis training
1883.851