Run
7944354

Run 7944354

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0129387566002451
mlr.classif.xgboost(7)_gamma7.61206246694862
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight1.80876558430329
mlr.classif.xgboost(7)_subsample0.549192872806452
mlr.classif.xgboost(7)_colsample_bytree0.574085458554328
mlr.classif.xgboost(7)_colsample_bylevel0.688867164961994
mlr.classif.xgboost(7)_lambda41.7329624316962
mlr.classif.xgboost(7)_alpha0.052621126137257
mlr.classif.xgboost(7)_nrounds579
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
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23509.5404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2514
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
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8433
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.3538
UserCPU time millis
522.2
UserCPU time millis testing
0.5
UserCPU time millis training
521.7