Run
7941774

Run 7941774

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)_eta0.582246942751706
mlr.classif.xgboost(7)_gamma409.323144048492
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight107.965371616256
mlr.classif.xgboost(7)_subsample0.18785372429993
mlr.classif.xgboost(7)_colsample_bytree0.893329404853284
mlr.classif.xgboost(7)_colsample_bylevel0.772545134648681
mlr.classif.xgboost(7)_lambda0.0754515636684703
mlr.classif.xgboost(7)_alpha29.9263968259524
mlr.classif.xgboost(7)_nrounds2702
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
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11818.1792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3803
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
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.0242
UserCPU time millis
1316.79
UserCPU time millis testing
0.36
UserCPU time millis training
1316.43