Run
7116883

Run 7116883

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)_eta0.00298769201206634
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight8.51480763002775
mlr.classif.xgboost(9)_subsample0.66430291174911
mlr.classif.xgboost(9)_colsample_bytree0.391505260020494
mlr.classif.xgboost(9)_colsample_bylevel0.625117630232126
mlr.classif.xgboost(9)_lambda0.0800664344657472
mlr.classif.xgboost(9)_alpha0.0275524698763087
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2945
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
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5896.6031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
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
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8214
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.1481
UserCPU time millis
1021.31
UserCPU time millis testing
19.011
UserCPU time millis training
1002.299