Run
8754522

Run 8754522

Task 3492 (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.trees192
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size133
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.393941125506535
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
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.1351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4704
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
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.945
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.2676
UserCPU time millis
0.183
UserCPU time millis testing
0.041
UserCPU time millis training
0.142