Run
8545325

Run 8545325

Task 9889 (Supervised Classification) wilt Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1059
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size211
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.751976260007359
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2107.4882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0401
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
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.4214
UserCPU time millis
31.73
UserCPU time millis testing
1
UserCPU time millis training
30.73