Run
7941290

Run 7941290

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0262934015352944
mlr.classif.xgboost(7)_gamma0.130410267517983
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight21.6982778275315
mlr.classif.xgboost(7)_subsample0.65983836017549
mlr.classif.xgboost(7)_colsample_bytree0.852361861430109
mlr.classif.xgboost(7)_colsample_bylevel0.998637250252068
mlr.classif.xgboost(7)_lambda0.0424535922401471
mlr.classif.xgboost(7)_alpha155.442639555719
mlr.classif.xgboost(7)_nrounds3456
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
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.64
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22089.7617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2665
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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7095
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
200.2566
UserCPU time millis
1236.91
UserCPU time millis testing
0.84
UserCPU time millis training
1236.07