Run
7947236

Run 7947236

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)_eta0.86245382965724
mlr.classif.xgboost(7)_gamma0.00990605978996879
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight6.83477420507475
mlr.classif.xgboost(7)_subsample0.93117473020684
mlr.classif.xgboost(7)_colsample_bytree0.382890670746565
mlr.classif.xgboost(7)_colsample_bylevel0.882264293916524
mlr.classif.xgboost(7)_lambda0.00750017548553138
mlr.classif.xgboost(7)_alpha0.00148829380991693
mlr.classif.xgboost(7)_nrounds570
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
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37429.6158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0869
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.1878
UserCPU time millis
744.51
UserCPU time millis testing
0.73
UserCPU time millis training
743.78