OpenML
8259487

Run 8259487

Task 3917 (Supervised Classification) kc1 Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees245
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.777953435457312
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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.4606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1949
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1867.5973
UserCPU time millis
4.255
UserCPU time millis testing
0.396
UserCPU time millis training
3.859