Run
7947693

Run 7947693

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)_eta0.0266677411844467
mlr.classif.xgboost(7)_gamma1.62384723882261
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight29.5301000867374
mlr.classif.xgboost(7)_subsample0.545081010763533
mlr.classif.xgboost(7)_colsample_bytree0.601597903668881
mlr.classif.xgboost(7)_colsample_bylevel0.740951003134251
mlr.classif.xgboost(7)_lambda0.00359023367959476
mlr.classif.xgboost(7)_alpha23.986847088353
mlr.classif.xgboost(7)_nrounds1236
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
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25008.737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2331
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.7174
UserCPU time millis
608.23
UserCPU time millis testing
0.63
UserCPU time millis training
607.6