Run
7941120

Run 7941120

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0877490720712659
mlr.classif.xgboost(7)_gamma0.0349859863301757
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight93.343352021385
mlr.classif.xgboost(7)_subsample0.402779123443179
mlr.classif.xgboost(7)_colsample_bytree0.55929193738848
mlr.classif.xgboost(7)_colsample_bylevel0.796178210899234
mlr.classif.xgboost(7)_lambda35.8825546597412
mlr.classif.xgboost(7)_alpha0.0789901764563063
mlr.classif.xgboost(7)_nrounds202
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
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24195.6447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
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
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6808
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.8248
UserCPU time millis
181.23
UserCPU time millis testing
0.33
UserCPU time millis training
180.9