Run
8581304

Run 8581304

Task 146065 (Supervised Classification) monks-problems-2 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.trees769
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.520348691055551
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
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.6451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2477
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
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1491.139
UserCPU time millis
1.91
UserCPU time millis testing
0.18
UserCPU time millis training
1.73