Run
7941727

Run 7941727

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.07841232652504
mlr.classif.xgboost(7)_gamma110.020242282014
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight30.9524385871564
mlr.classif.xgboost(7)_subsample0.200507819186896
mlr.classif.xgboost(7)_colsample_bytree0.281424105353653
mlr.classif.xgboost(7)_colsample_bylevel0.523225436918437
mlr.classif.xgboost(7)_lambda0.312923357278646
mlr.classif.xgboost(7)_alpha202.257729191614
mlr.classif.xgboost(7)_nrounds901
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
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9915.6719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4017
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
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.7173
UserCPU time millis
189.24
UserCPU time millis testing
0.23
UserCPU time millis training
189.01