Run
8579318

Run 8579318

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1882
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size14
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.382101949630305
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.4901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.208
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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5149
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.3744
UserCPU time millis
3.35
UserCPU time millis testing
0.5
UserCPU time millis training
2.85