Run
7130983

Run 7130983

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)_eta0.0835453671310231
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight20.8312956850239
mlr.classif.xgboost(9)_subsample0.900029889540747
mlr.classif.xgboost(9)_colsample_bytree0.252050509676337
mlr.classif.xgboost(9)_colsample_bylevel0.456613439368084
mlr.classif.xgboost(9)_lambda7.48002739165977
mlr.classif.xgboost(9)_alpha0.00993695196308182
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2653
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11049.8146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1391
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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9106
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.4848
UserCPU time millis
1182.428
UserCPU time millis testing
25.416
UserCPU time millis training
1157.012