Run
7947833

Run 7947833

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.298239996778908
mlr.classif.xgboost(7)_gamma1.49463640339133
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.80986210415118
mlr.classif.xgboost(7)_subsample0.377084235195071
mlr.classif.xgboost(7)_colsample_bytree0.335694591142237
mlr.classif.xgboost(7)_colsample_bylevel0.913985284417868
mlr.classif.xgboost(7)_lambda0.0400845871130893
mlr.classif.xgboost(7)_alpha0.456115060962973
mlr.classif.xgboost(7)_nrounds1518
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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8397
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36054.358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1045
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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.6786
UserCPU time millis
1551.75
UserCPU time millis testing
1.2
UserCPU time millis training
1550.55