Run
7947189

Run 7947189

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)_eta0.924896262884318
mlr.classif.xgboost(7)_gamma0.00258957764858019
mlr.classif.xgboost(7)_min_child_weight39.4574410197576
mlr.classif.xgboost(7)_subsample0.905242116516456
mlr.classif.xgboost(7)_colsample_bytree0.208220497705042
mlr.classif.xgboost(7)_colsample_bylevel0.878327468037605
mlr.classif.xgboost(7)_lambda80.0328613642956
mlr.classif.xgboost(7)_alpha244.001323188592
mlr.classif.xgboost(7)_nrounds1463
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
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19999.6659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2884
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
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.5134
UserCPU time millis
235.12
UserCPU time millis testing
0.27
UserCPU time millis training
234.85