OpenML
8009070

Run 8009070

Task 145847 (Supervised Classification) hill-valley Uploaded 17-10-2017 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.trees877
mlr.classif.ranger(9)_mtry60
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.71817823832389
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.6202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.5162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4667
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
0.5879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9864
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.7605
UserCPU time millis
147.789
UserCPU time millis testing
0.938
UserCPU time millis training
146.851