Run
7947548

Run 7947548

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)_eta0.00419127090151091
mlr.classif.xgboost(7)_gamma0.20166742781865
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.40155827388984
mlr.classif.xgboost(7)_subsample0.198528847866692
mlr.classif.xgboost(7)_colsample_bytree0.400916553661227
mlr.classif.xgboost(7)_colsample_bylevel0.954456234537065
mlr.classif.xgboost(7)_lambda12.2874421313613
mlr.classif.xgboost(7)_alpha6.2605689804419
mlr.classif.xgboost(7)_nrounds1322
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
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20193.6535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2905
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
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.1472
UserCPU time millis
1267.94
UserCPU time millis testing
1.21
UserCPU time millis training
1266.73