Run
8561269

Run 8561269

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.trees760
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size40
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.545674864202738
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2265.0411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0403
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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5546
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.1437
UserCPU time millis
15.261
UserCPU time millis testing
0.974
UserCPU time millis training
14.287