Run
8778719

Run 8778719

Task 145972 (Supervised Classification) credit-g Uploaded 06-01-2018 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.trees382
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size266
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.65640250176657
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
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.19
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.6053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3651
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
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.2354
UserCPU time millis
1.148
UserCPU time millis testing
0.119
UserCPU time millis training
1.029