Run
7100237

Run 7100237

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)_eta0.00140772766603038
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight35.5098284504389
mlr.classif.xgboost(9)_subsample0.650132672232576
mlr.classif.xgboost(9)_colsample_bytree0.73095859400928
mlr.classif.xgboost(9)_colsample_bylevel0.918889346998185
mlr.classif.xgboost(9)_lambda0.117769756507573
mlr.classif.xgboost(9)_alpha0.00979297080253165
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1609
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
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2081.1259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4401
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
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9096
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.7676
UserCPU time millis
466.492
UserCPU time millis testing
5.321
UserCPU time millis training
461.171