Run
8653911

Run 8653911

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1315
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size41
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.302240893244743
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8373
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1400.7667
UserCPU time millis
1.72
UserCPU time millis testing
0.24
UserCPU time millis training
1.48