Run
8596549

Run 8596549

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.trees1336
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size79
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.357780111627653
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
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
986.2315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
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
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.8274
UserCPU time millis
17.812
UserCPU time millis testing
1.722
UserCPU time millis training
16.09