Run
8581218

Run 8581218

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees545
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size4
mlr.classif.ranger(15)_sample.fraction0.453453368507326
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.2226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3036
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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1548.7674
UserCPU time millis
1.57
UserCPU time millis testing
0.19
UserCPU time millis training
1.38