Run
7941783

Run 7941783

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)_eta0.13825174032784
mlr.classif.xgboost(7)_gamma0.815016862362129
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight31.5798303194387
mlr.classif.xgboost(7)_subsample0.463266775221564
mlr.classif.xgboost(7)_colsample_bytree0.288098863139749
mlr.classif.xgboost(7)_colsample_bylevel0.407414235919714
mlr.classif.xgboost(7)_lambda33.6154001392859
mlr.classif.xgboost(7)_alpha52.5683496441382
mlr.classif.xgboost(7)_nrounds560
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
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20844.5152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2796
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
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7306
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
230.6331
UserCPU time millis
156.41
UserCPU time millis testing
0.28
UserCPU time millis training
156.13