Run
1867126

Run 1867126

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.00300860264142497
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight8.87937928582079
mlr.classif.xgboost(4)_subsample0.901289457618259
mlr.classif.xgboost(4)_colsample_bytree0.684630114817992
mlr.classif.xgboost(4)_colsample_bylevel0.537798161385581
mlr.classif.xgboost(4)_lambda120.579318520404
mlr.classif.xgboost(4)_alpha1.36271861002599
mlr.classif.xgboost(4)_nrounds3297
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.5119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.9006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0013
Cross-validation details (10-fold Crossvalidation)