Run
7946333

Run 7946333

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.136642946402341
mlr.classif.xgboost(7)_gamma74.2701568916203
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight2.32006681340519
mlr.classif.xgboost(7)_subsample0.970931579917669
mlr.classif.xgboost(7)_colsample_bytree0.687820367887616
mlr.classif.xgboost(7)_colsample_bylevel0.872087989933789
mlr.classif.xgboost(7)_lambda154.726875958922
mlr.classif.xgboost(7)_alpha0.0586576002569011
mlr.classif.xgboost(7)_nrounds3668
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
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21846.7095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2689
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
0.8238
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
0.5503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.2026
UserCPU time millis
3846.32
UserCPU time millis testing
0.87
UserCPU time millis training
3845.45