Run
7941288

Run 7941288

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0264250629105264
mlr.classif.xgboost(7)_gamma0.986989126502747
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight11.2179310466507
mlr.classif.xgboost(7)_subsample0.663012390979566
mlr.classif.xgboost(7)_colsample_bytree0.538681859895587
mlr.classif.xgboost(7)_colsample_bylevel0.268025792017579
mlr.classif.xgboost(7)_lambda0.159440418901395
mlr.classif.xgboost(7)_alpha0.0233605512056731
mlr.classif.xgboost(7)_nrounds2317
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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26731.7297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2145
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
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.0605
UserCPU time millis
1448.05
UserCPU time millis testing
1.42
UserCPU time millis training
1446.63