Run
8653904

Run 8653904

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.trees1660
mlr.classif.ranger(15)_mtry16
mlr.classif.ranger(15)_min.node.size62
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.902321110852063
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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.6083
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2193
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
0.8203
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
0.6716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8461
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1434.0102
UserCPU time millis
6.87
UserCPU time millis testing
0.34
UserCPU time millis training
6.53