Run
7941181

Run 7941181

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)_eta0.0397676433017116
mlr.classif.xgboost(7)_gamma552.835692056933
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight2.30838170003921
mlr.classif.xgboost(7)_subsample0.533879592944868
mlr.classif.xgboost(7)_colsample_bytree0.331414707191289
mlr.classif.xgboost(7)_colsample_bylevel0.529834123142064
mlr.classif.xgboost(7)_lambda0.0172388490614966
mlr.classif.xgboost(7)_alpha0.29344353224303
mlr.classif.xgboost(7)_nrounds3208
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
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12347.6427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3749
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.016
UserCPU time millis
707.45
UserCPU time millis testing
0.36
UserCPU time millis training
707.09