Run
7942735

Run 7942735

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00123877054598019
mlr.classif.xgboost(7)_gamma1.55496920486059
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight122.409612208663
mlr.classif.xgboost(7)_subsample0.744384862924926
mlr.classif.xgboost(7)_colsample_bytree0.523407240584493
mlr.classif.xgboost(7)_colsample_bylevel0.592326304875314
mlr.classif.xgboost(7)_lambda58.0602796415204
mlr.classif.xgboost(7)_alpha0.00122007305537447
mlr.classif.xgboost(7)_nrounds4104
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
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19311.374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2985
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
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.8285
UserCPU time millis
1886.3
UserCPU time millis testing
2.55
UserCPU time millis training
1883.75