Run
8373803

Run 8373803

Task 9970 (Supervised Classification) hill-valley Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees515
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_sample.fraction0.454496724973433
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.5757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.0048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4831
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.0927
UserCPU time millis
73.559
UserCPU time millis testing
1.433
UserCPU time millis training
72.126