Run
8745642

Run 8745642

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1385
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size47
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.630247764498927
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.2431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1750.7876
UserCPU time millis
1.719
UserCPU time millis testing
0.214
UserCPU time millis training
1.505