OpenML
7938115

Run 7938115

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.00132274459589083
mlr.classif.xgboost(7)_gamma0.0106039334813579
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight2.77935800257294
mlr.classif.xgboost(7)_subsample0.340803047455847
mlr.classif.xgboost(7)_colsample_bytree0.987231516465545
mlr.classif.xgboost(7)_colsample_bylevel0.643409019522369
mlr.classif.xgboost(7)_lambda0.00455335641014826
mlr.classif.xgboost(7)_alpha747.985310909205
mlr.classif.xgboost(7)_nrounds4400
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
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8808.0944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4132
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
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.9737
UserCPU time millis
1172.21
UserCPU time millis testing
0.94
UserCPU time millis training
1171.27