Run
7119163

Run 7119163

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)_eta0.00119225333380864
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.19198639031995
mlr.classif.xgboost(9)_subsample0.667637461866252
mlr.classif.xgboost(9)_colsample_bytree0.978141459869221
mlr.classif.xgboost(9)_colsample_bylevel0.575733458390459
mlr.classif.xgboost(9)_lambda0.0247166907777222
mlr.classif.xgboost(9)_alpha0.00120636382633294
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3233
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.87
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10817.9807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
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
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4649
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.9575
UserCPU time millis
4705.269
UserCPU time millis testing
68.224
UserCPU time millis training
4637.045