Run
7944388

Run 7944388

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)_eta0.608455340261968
mlr.classif.xgboost(7)_gamma132.051007325937
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight29.0764253167234
mlr.classif.xgboost(7)_subsample0.366967726289295
mlr.classif.xgboost(7)_colsample_bytree0.672165256366134
mlr.classif.xgboost(7)_colsample_bylevel0.961923493817449
mlr.classif.xgboost(7)_lambda767.995836225988
mlr.classif.xgboost(7)_alpha15.256895951037
mlr.classif.xgboost(7)_nrounds1115
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
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13652.0027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3598
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0767
UserCPU time millis
212.88
UserCPU time millis testing
0.22
UserCPU time millis training
212.66