Run
7947815

Run 7947815

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.260213942941229
mlr.classif.xgboost(7)_gamma0.0242048682877673
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight19.5840295225767
mlr.classif.xgboost(7)_subsample0.325780863547698
mlr.classif.xgboost(7)_colsample_bytree0.537747120857239
mlr.classif.xgboost(7)_colsample_bylevel0.705865298211575
mlr.classif.xgboost(7)_lambda32.9981392898147
mlr.classif.xgboost(7)_alpha10.444101223094
mlr.classif.xgboost(7)_nrounds2504
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
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26380.4894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2169
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
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.9244
UserCPU time millis
602.9
UserCPU time millis testing
0.63
UserCPU time millis training
602.27