Run
2327718

Run 2327718

Task 3954 (Supervised Classification) MagicTelescope Uploaded 23-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.0332494235756778
mlr.classif.xgboost(6)_max_depth13
mlr.classif.xgboost(6)_min_child_weight10.5820210163212
mlr.classif.xgboost(6)_subsample0.894528122502379
mlr.classif.xgboost(6)_colsample_bytree0.616074578138068
mlr.classif.xgboost(6)_colsample_bylevel0.590125983580947
mlr.classif.xgboost(6)_lambda0.00365176991165332
mlr.classif.xgboost(6)_alpha0.0153362818085377
mlr.classif.xgboost(6)_nrounds1779
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.74
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12894.0221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1501
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1957.4577
UserCPU time millis
262.313
UserCPU time millis testing
5.265
UserCPU time millis training
257.048