Run
7944477

Run 7944477

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)_eta0.401065202951969
mlr.classif.xgboost(7)_gamma0.00107959841927396
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight10.9094432594243
mlr.classif.xgboost(7)_subsample0.787209161464125
mlr.classif.xgboost(7)_colsample_bytree0.451526802405715
mlr.classif.xgboost(7)_colsample_bylevel0.581290842592716
mlr.classif.xgboost(7)_lambda0.22480680047795
mlr.classif.xgboost(7)_alpha60.594818950793
mlr.classif.xgboost(7)_nrounds2184
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
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26194.4397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
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
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.7833
UserCPU time millis
584.65
UserCPU time millis testing
0.65
UserCPU time millis training
584