Run
7938760

Run 7938760

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.306622405281899
mlr.classif.xgboost(7)_gamma0.138414328832713
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight63.7040759740459
mlr.classif.xgboost(7)_subsample0.392050145100802
mlr.classif.xgboost(7)_colsample_bytree0.366867524012923
mlr.classif.xgboost(7)_colsample_bylevel0.553365486487746
mlr.classif.xgboost(7)_lambda19.1122183911206
mlr.classif.xgboost(7)_alpha451.901167780088
mlr.classif.xgboost(7)_nrounds328
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
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13014.2978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.368
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
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.0597
UserCPU time millis
64.89
UserCPU time millis testing
0.15
UserCPU time millis training
64.74