Run
8040034

Run 8040034

Task 9889 (Supervised Classification) wilt 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.trees1532
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.401388764777221
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2712.1639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.8797
UserCPU time millis
24.968
UserCPU time millis testing
1.799
UserCPU time millis training
23.169