Run
7944304

Run 7944304

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0218485624741721
mlr.classif.xgboost(7)_gamma6.20710617567639
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.06539708631123
mlr.classif.xgboost(7)_subsample0.838182249246165
mlr.classif.xgboost(7)_colsample_bytree0.764256653934717
mlr.classif.xgboost(7)_colsample_bylevel0.49073004629463
mlr.classif.xgboost(7)_lambda38.4052855329425
mlr.classif.xgboost(7)_alpha20.5163727463679
mlr.classif.xgboost(7)_nrounds2749
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
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26590.4488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2159
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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3118
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6309
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
164.1689
UserCPU time millis
8189.76
UserCPU time millis testing
3.86
UserCPU time millis training
8185.9