Run
8762950

Run 8762950

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 31-12-2017 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.trees725
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size34
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.443882301682606
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.2
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2311
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5763
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.6694
UserCPU time millis
0.97
UserCPU time millis testing
0.13
UserCPU time millis training
0.84