Run
7942704

Run 7942704

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.351998079719592
mlr.classif.xgboost(7)_gamma0.0066622825054398
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight19.951096883039
mlr.classif.xgboost(7)_subsample0.460175296734087
mlr.classif.xgboost(7)_colsample_bytree0.457384820096195
mlr.classif.xgboost(7)_colsample_bylevel0.732795601524413
mlr.classif.xgboost(7)_lambda0.239874008008261
mlr.classif.xgboost(7)_alpha0.00314843056542971
mlr.classif.xgboost(7)_nrounds1175
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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34748.4343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.12
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
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5091
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.7892
UserCPU time millis
794.03
UserCPU time millis testing
0.94
UserCPU time millis training
793.09