Run
7940852

Run 7940852

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00786173704262514
mlr.classif.xgboost(7)_gamma0.781622880005239
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight8.83996112724287
mlr.classif.xgboost(7)_subsample0.749658518563956
mlr.classif.xgboost(7)_colsample_bytree0.967531792260707
mlr.classif.xgboost(7)_colsample_bylevel0.817128526419401
mlr.classif.xgboost(7)_lambda0.143273788711073
mlr.classif.xgboost(7)_alpha0.00665219876139752
mlr.classif.xgboost(7)_nrounds837
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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22203.7132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2652
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
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.5248
UserCPU time millis
426.89
UserCPU time millis testing
0.35
UserCPU time millis training
426.54