Run
8362375

Run 8362375

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.trees576
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size87
mlr.classif.ranger(13)_sample.fraction0.182832036423497
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
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
293.3924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0744
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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.5296
UserCPU time millis
26.135
UserCPU time millis testing
2.29
UserCPU time millis training
23.845