Run
8729388

Run 8729388

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-12-2017 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.trees1636
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size38
mlr.classif.ranger(9)_sample.fraction0.743315371475182
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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.1669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3956
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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8129
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.5945
UserCPU time millis
2.795
UserCPU time millis testing
0.51
UserCPU time millis training
2.285