Run
7945258

Run 7945258

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00483839613165751
mlr.classif.xgboost(7)_gamma74.2814525454263
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight50.2597533532062
mlr.classif.xgboost(7)_subsample0.798130604228936
mlr.classif.xgboost(7)_colsample_bytree0.406404459103942
mlr.classif.xgboost(7)_colsample_bylevel0.588065187260508
mlr.classif.xgboost(7)_lambda0.0101735487166136
mlr.classif.xgboost(7)_alpha0.00182187260004805
mlr.classif.xgboost(7)_nrounds1768
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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18708.3969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3046
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
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8079
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8079
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.97
UserCPU time millis
797.68
UserCPU time millis testing
0.79
UserCPU time millis training
796.89