OpenML
7944977

Run 7944977

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)_eta0.00148923278873664
mlr.classif.xgboost(7)_gamma25.4103210972725
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight23.2080355293625
mlr.classif.xgboost(7)_subsample0.576112741208635
mlr.classif.xgboost(7)_colsample_bytree0.786145998723805
mlr.classif.xgboost(7)_colsample_bylevel0.270679034292698
mlr.classif.xgboost(7)_lambda10.3213753296247
mlr.classif.xgboost(7)_alpha11.2251471155447
mlr.classif.xgboost(7)_nrounds2623
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
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16496.7515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
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
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7768
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.3516
UserCPU time millis
1154.36
UserCPU time millis testing
1.32
UserCPU time millis training
1153.04