Run
8843725

Run 8843725

Task 145847 (Supervised Classification) hill-valley Uploaded 26-01-2018 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.trees708
mlr.classif.ranger(9)_mtry80
mlr.classif.ranger(9)_min.node.size541
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.774323859112337
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
0.5291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.0422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.3618
UserCPU time millis
39.008
UserCPU time millis testing
0.181
UserCPU time millis training
38.827