Run
8643040

Run 8643040

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 11-12-2017 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.trees664
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size19
mlr.classif.ranger(15)_sample.fraction0.716936471103691
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.0592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3436
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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1430.7302
UserCPU time millis
1.3
UserCPU time millis testing
0.2
UserCPU time millis training
1.1