Run
1981957

Run 1981957

Task 3902 (Supervised Classification) pc4 Uploaded 04-04-2017 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)_eta0.106227074272527
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight19.0999373520397
mlr.classif.xgboost(7)_subsample0.727654152316973
mlr.classif.xgboost(7)_colsample_bytree0.509616350289434
mlr.classif.xgboost(7)_colsample_bylevel0.536896478850394
mlr.classif.xgboost(7)_lambda7.22178847089835
mlr.classif.xgboost(7)_alpha0.00398614642638483
mlr.classif.xgboost(7)_nrounds2364
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.3419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
351.1245
UserCPU time millis
181.53
UserCPU time millis testing
0.05
UserCPU time millis training
181.48