Run
7124797

Run 7124797

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)_eta0.00941048752328141
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight16.4734278503134
mlr.classif.xgboost(9)_subsample0.838978434703313
mlr.classif.xgboost(9)_colsample_bytree0.78458288544789
mlr.classif.xgboost(9)_colsample_bylevel0.914193889591843
mlr.classif.xgboost(9)_lambda41.4904383070514
mlr.classif.xgboost(9)_alpha62.1255162716162
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2535
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
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6174.6361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3127
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
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.363
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7298
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.4017
UserCPU time millis
1631.409
UserCPU time millis testing
17.234
UserCPU time millis training
1614.175