Run
8578652

Run 8578652

Task 145854 (Supervised Classification) nomao Uploaded 27-11-2017 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.trees1618
mlr.classif.ranger(9)_mtry104
mlr.classif.ranger(9)_min.node.size84
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.228939176909626
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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27593.3987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0853
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4272
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.4031
UserCPU time millis
2454.47
UserCPU time millis testing
13.832
UserCPU time millis training
2440.638