OpenML
7946100

Run 7946100

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00100277932179845
mlr.classif.xgboost(7)_gamma6.155041275427
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.0060831444884
mlr.classif.xgboost(7)_subsample0.883036846108735
mlr.classif.xgboost(7)_colsample_bytree0.741631882078946
mlr.classif.xgboost(7)_colsample_bylevel0.935877485945821
mlr.classif.xgboost(7)_lambda0.517341001971102
mlr.classif.xgboost(7)_alpha0.00401061303498551
mlr.classif.xgboost(7)_nrounds1842
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22379.5555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2728
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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.2583
UserCPU time millis
3145.19
UserCPU time millis testing
6.72
UserCPU time millis training
3138.47