Run
8362020

Run 8362020

Task 9889 (Supervised Classification) wilt Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1154
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size23
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.449538122233935
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2641.9303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.033
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
0.3228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5117
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.5545
UserCPU time millis
120.134
UserCPU time millis testing
5.47
UserCPU time millis training
114.664