Run
8580923

Run 8580923

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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1412
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.464831476216204
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3718
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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.5516
UserCPU time millis
2.413
UserCPU time millis testing
0.428
UserCPU time millis training
1.985