Run
7944624

Run 7944624

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)_eta0.00146413753230243
mlr.classif.xgboost(7)_gamma0.00827390461925316
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight11.1782618387279
mlr.classif.xgboost(7)_subsample0.779560246714391
mlr.classif.xgboost(7)_colsample_bytree0.259589202143252
mlr.classif.xgboost(7)_colsample_bylevel0.418824552930892
mlr.classif.xgboost(7)_lambda0.00495204244224536
mlr.classif.xgboost(7)_alpha0.0979630698845281
mlr.classif.xgboost(7)_nrounds500
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
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1116.4999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4804
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
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6491
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6491
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.2735
UserCPU time millis
88.13
UserCPU time millis testing
0.22
UserCPU time millis training
87.91