Run
7944614

Run 7944614

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.119842034053651
mlr.classif.xgboost(7)_gamma0.30268244448289
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight34.6744164527484
mlr.classif.xgboost(7)_subsample0.198366104834713
mlr.classif.xgboost(7)_colsample_bytree0.744991401582956
mlr.classif.xgboost(7)_colsample_bylevel0.353490785136819
mlr.classif.xgboost(7)_lambda0.115312879193935
mlr.classif.xgboost(7)_alpha0.137355005935116
mlr.classif.xgboost(7)_nrounds318
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
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25712.7099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2244
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
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6576
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.0259
UserCPU time millis
188.93
UserCPU time millis testing
0.3
UserCPU time millis training
188.63