Run
7942762

Run 7942762

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0460604427548832
mlr.classif.xgboost(7)_gamma0.0356171918644765
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight19.8098033976064
mlr.classif.xgboost(7)_subsample0.323023594380356
mlr.classif.xgboost(7)_colsample_bytree0.633768926747143
mlr.classif.xgboost(7)_colsample_bylevel0.364707235619426
mlr.classif.xgboost(7)_lambda14.2413093694399
mlr.classif.xgboost(7)_alpha516.633167620297
mlr.classif.xgboost(7)_nrounds34
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
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3381.5582
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4627
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.4977
UserCPU time millis
11.57
UserCPU time millis testing
0.15
UserCPU time millis training
11.42