Run
8596473

Run 8596473

Task 9889 (Supervised Classification) wilt Uploaded 30-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1717
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size138
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.291685274452902
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1522.2858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0463
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.1091
UserCPU time millis
28.817
UserCPU time millis testing
1.704
UserCPU time millis training
27.113