Run
8854859

Run 8854859

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 28-01-2018 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.trees218
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.572325840522535
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
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.4865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2541
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2140.3359
UserCPU time millis
0.838
UserCPU time millis testing
0.098
UserCPU time millis training
0.74