OpenML
8259620

Run 8259620

Task 145953 (Supervised Classification) kr-vs-kp 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.trees1722
mlr.classif.ranger(9)_mtry30
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_sample.fraction0.793851480679587
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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3099.3542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1536
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2155.4823
UserCPU time millis
27.471
UserCPU time millis testing
1.556
UserCPU time millis training
25.915