Run
7145217

Run 7145217

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)_eta0.00785527408139623
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.46384962556162
mlr.classif.xgboost(9)_subsample0.502972749504261
mlr.classif.xgboost(9)_colsample_bytree0.682081512873992
mlr.classif.xgboost(9)_colsample_bylevel0.447988082421944
mlr.classif.xgboost(9)_lambda270.376240737414
mlr.classif.xgboost(9)_alpha0.00419074174395464
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3502
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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7650.6579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2647
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.2373
UserCPU time millis
2744.618
UserCPU time millis testing
50.031
UserCPU time millis training
2694.587