Run
7938707

Run 7938707

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)_eta0.0184670610708337
mlr.classif.xgboost(7)_gamma1.59388447628558
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight30.8337104386206
mlr.classif.xgboost(7)_subsample0.164880061987787
mlr.classif.xgboost(7)_colsample_bytree0.355964455939829
mlr.classif.xgboost(7)_colsample_bylevel0.677715596556663
mlr.classif.xgboost(7)_lambda0.640106497570504
mlr.classif.xgboost(7)_alpha123.845317628568
mlr.classif.xgboost(7)_nrounds233
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
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9844.735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4018
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
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8602
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.1672
UserCPU time millis
69.44
UserCPU time millis testing
0.24
UserCPU time millis training
69.2