Run
7945214

Run 7945214

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0866532649307537
mlr.classif.xgboost(7)_gamma131.536195315366
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight48.7610742431885
mlr.classif.xgboost(7)_subsample0.647330947965383
mlr.classif.xgboost(7)_colsample_bytree0.589735943824053
mlr.classif.xgboost(7)_colsample_bylevel0.783966704830527
mlr.classif.xgboost(7)_lambda170.306171550332
mlr.classif.xgboost(7)_alpha0.00600954843993362
mlr.classif.xgboost(7)_nrounds1354
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18810.2147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
219.9416
UserCPU time millis
1176.03
UserCPU time millis testing
0.3
UserCPU time millis training
1175.73