Run
7946404

Run 7946404

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0984491295934302
mlr.classif.xgboost(7)_gamma1.24032323179877
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight4.51626275032872
mlr.classif.xgboost(7)_subsample0.584847518103197
mlr.classif.xgboost(7)_colsample_bytree0.730276623740792
mlr.classif.xgboost(7)_colsample_bylevel0.600524405390024
mlr.classif.xgboost(7)_lambda15.0377656784758
mlr.classif.xgboost(7)_alpha0.00330309925228441
mlr.classif.xgboost(7)_nrounds2919
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
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35856.1854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1095
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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.3269
UserCPU time millis
3478.11
UserCPU time millis testing
5.69
UserCPU time millis training
3472.42