Run
7947958

Run 7947958

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)_eta0.37024246488819
mlr.classif.xgboost(7)_gamma1.63185668151743
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.78406767322818
mlr.classif.xgboost(7)_subsample0.42351652123034
mlr.classif.xgboost(7)_colsample_bytree0.825012469105423
mlr.classif.xgboost(7)_colsample_bylevel0.574787357822061
mlr.classif.xgboost(7)_lambda0.0422102291454587
mlr.classif.xgboost(7)_alpha4.58724842992008
mlr.classif.xgboost(7)_nrounds3178
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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35031.4159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1179
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
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.526
UserCPU time millis
4668.47
UserCPU time millis testing
1.78
UserCPU time millis training
4666.69