Run
8440180

Run 8440180

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1510
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.26178645293694
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
0.9896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2830.0895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0318
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.7958
UserCPU time millis
117.626
UserCPU time millis testing
7.243
UserCPU time millis training
110.383