Run
7947978

Run 7947978

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.287070626435088
mlr.classif.xgboost(7)_gamma0.0349605868872032
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight89.5027267634399
mlr.classif.xgboost(7)_subsample0.605969289015047
mlr.classif.xgboost(7)_colsample_bytree0.286201917752624
mlr.classif.xgboost(7)_colsample_bylevel0.44609403423965
mlr.classif.xgboost(7)_lambda0.0495185570130874
mlr.classif.xgboost(7)_alpha26.3210572987341
mlr.classif.xgboost(7)_nrounds2461
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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25678.7844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2251
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
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6567
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7091
UserCPU time millis
714.4
UserCPU time millis testing
0.81
UserCPU time millis training
713.59