Run
8131639

Run 8131639

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1064
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size80
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.358362730802037
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
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.4426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.927
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.0127
UserCPU time millis
1.66
UserCPU time millis testing
0.342
UserCPU time millis training
1.318