Run
7947155

Run 7947155

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)_eta0.00293814652630097
mlr.classif.xgboost(7)_gamma3.04267860468419
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight23.9793775030413
mlr.classif.xgboost(7)_subsample0.731914868787862
mlr.classif.xgboost(7)_colsample_bytree0.366789801232517
mlr.classif.xgboost(7)_colsample_bylevel0.985700696520507
mlr.classif.xgboost(7)_lambda0.0714562152019111
mlr.classif.xgboost(7)_alpha0.397886220277437
mlr.classif.xgboost(7)_nrounds781
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
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16605.7657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3327
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
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.9865
UserCPU time millis
612.77
UserCPU time millis testing
0.79
UserCPU time millis training
611.98