Run
8542542

Run 8542542

Task 145854 (Supervised Classification) nomao Uploaded 19-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1218
mlr.classif.ranger(9)_mtry109
mlr.classif.ranger(9)_min.node.size3901
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.45183483872097
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22258.4409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1818.8395
UserCPU time millis
1565.691
UserCPU time millis testing
7.365
UserCPU time millis training
1558.326