Run
7941773

Run 7941773

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0195292068314481
mlr.classif.xgboost(7)_gamma0.0103201701843794
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight103.971006425585
mlr.classif.xgboost(7)_subsample0.383738984982483
mlr.classif.xgboost(7)_colsample_bytree0.505299200862646
mlr.classif.xgboost(7)_colsample_bylevel0.451892224512994
mlr.classif.xgboost(7)_lambda1.45151201792484
mlr.classif.xgboost(7)_alpha0.00812299982420573
mlr.classif.xgboost(7)_nrounds2280
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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25378.3711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2287
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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.7937
UserCPU time millis
1843.53
UserCPU time millis testing
1.52
UserCPU time millis training
1842.01