Run
7946448

Run 7946448

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.170932424012933
mlr.classif.xgboost(7)_gamma1.9223619016593
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight3.11093594177573
mlr.classif.xgboost(7)_subsample0.678629673877731
mlr.classif.xgboost(7)_colsample_bytree0.385894953459501
mlr.classif.xgboost(7)_colsample_bylevel0.268964154273272
mlr.classif.xgboost(7)_lambda0.010895996025479
mlr.classif.xgboost(7)_alpha0.498337702261367
mlr.classif.xgboost(7)_nrounds4985
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
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34706.054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1225
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
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4871
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.7301
UserCPU time millis
2053.24
UserCPU time millis testing
2.25
UserCPU time millis training
2050.99