Run
8561251

Run 8561251

Task 9889 (Supervised Classification) wilt Uploaded 26-11-2017 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.trees156
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size19
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.865321476454847
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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2732.4899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0324
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.7426
UserCPU time millis
4.238
UserCPU time millis testing
0.197
UserCPU time millis training
4.041