Run
8685793

Run 8685793

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 25-12-2017 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.trees261
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size13
mlr.classif.ranger(9)_sample.fraction0.170191810443066
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
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.9096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.251
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6203
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1875.7685
UserCPU time millis
0.263
UserCPU time millis testing
0.04
UserCPU time millis training
0.223