Run
8852429

Run 8852429

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 27-01-2018 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.trees1553
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.651074044196866
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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.4611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
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
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1069.9371
UserCPU time millis
4.886
UserCPU time millis testing
1.208
UserCPU time millis training
3.678