Run
8556159

Run 8556159

Task 145848 (Supervised Classification) ilpd Uploaded 24-11-2017 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.trees1577
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size50
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.745657788403332
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
0.7175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.6925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3512
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
0.6649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.4137
UserCPU time millis
6.235
UserCPU time millis testing
0.467
UserCPU time millis training
5.768