Run
7945232

Run 7945232

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00102449077587265
mlr.classif.xgboost(7)_gamma7.24421342098953
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight7.04409212080651
mlr.classif.xgboost(7)_subsample0.771819246909581
mlr.classif.xgboost(7)_colsample_bytree0.584033528901637
mlr.classif.xgboost(7)_colsample_bylevel0.499840719997883
mlr.classif.xgboost(7)_lambda21.3817572594149
mlr.classif.xgboost(7)_alpha0.012937865165243
mlr.classif.xgboost(7)_nrounds3145
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
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13114.9753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3661
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
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.1387
UserCPU time millis
790.38
UserCPU time millis testing
0.72
UserCPU time millis training
789.66