Run
7138746

Run 7138746

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)_eta0.00215100857819677
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight73.9985814717486
mlr.classif.xgboost(9)_subsample0.373504110611975
mlr.classif.xgboost(9)_colsample_bytree0.453760277712718
mlr.classif.xgboost(9)_colsample_bylevel0.302851838525385
mlr.classif.xgboost(9)_lambda1.75811545118387
mlr.classif.xgboost(9)_alpha0.0167147196261149
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2304
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
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3214.2262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4061
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
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.6466
UserCPU time millis
782.252
UserCPU time millis testing
15.199
UserCPU time millis training
767.053