Run
8581127

Run 8581127

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.trees1652
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size12
mlr.classif.ranger(15)_sample.fraction0.442332611419261
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
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.7626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3884
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
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1178.9695
UserCPU time millis
3.45
UserCPU time millis testing
0.56
UserCPU time millis training
2.89