Run
8852880

Run 8852880

Task 145848 (Supervised Classification) ilpd Uploaded 27-01-2018 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.trees542
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.808362155174837
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
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.1274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3487
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
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9172
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1682.9337
UserCPU time millis
3.055
UserCPU time millis testing
0.417
UserCPU time millis training
2.638