Run
7945292

Run 7945292

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)_eta0.0108471419752561
mlr.classif.xgboost(7)_gamma0.183578460283005
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight79.0121622941554
mlr.classif.xgboost(7)_subsample0.513723376416601
mlr.classif.xgboost(7)_colsample_bytree0.684911873750389
mlr.classif.xgboost(7)_colsample_bylevel0.607244097441435
mlr.classif.xgboost(7)_lambda63.9671636217772
mlr.classif.xgboost(7)_alpha0.226974631522538
mlr.classif.xgboost(7)_nrounds2697
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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21607.2055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2707
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
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
237.7955
UserCPU time millis
647.73
UserCPU time millis testing
0.63
UserCPU time millis training
647.1