Run
8675334

Run 8675334

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 24-12-2017 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.trees763
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.196222982322797
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
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.2803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3736
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8553
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.9496
UserCPU time millis
1.786
UserCPU time millis testing
0.209
UserCPU time millis training
1.577