Run
7941743

Run 7941743

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0299497898271326
mlr.classif.xgboost(7)_gamma2.93025341984187
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.09540414629021
mlr.classif.xgboost(7)_subsample0.552457549283281
mlr.classif.xgboost(7)_colsample_bytree0.217343586869538
mlr.classif.xgboost(7)_colsample_bylevel0.554984456859529
mlr.classif.xgboost(7)_lambda11.7473678943461
mlr.classif.xgboost(7)_alpha3.31568598038433
mlr.classif.xgboost(7)_nrounds2252
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25301.0399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2309
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
0.8574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.6193
UserCPU time millis
941.3
UserCPU time millis testing
0.76
UserCPU time millis training
940.54