Run
8593043

Run 8593043

Task 146803 (Supervised Classification) credit-g Uploaded 29-11-2017 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.trees1240
mlr.classif.ranger(16)_mtry17
mlr.classif.ranger(16)_min.node.size135
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.727987416787073
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
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.1615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.7525
UserCPU time millis
5.887
UserCPU time millis testing
0.405
UserCPU time millis training
5.482