OpenML
8259330

Run 8259330

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.trees993
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size273
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.432826050044969
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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1836.6068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2457
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1910.842
UserCPU time millis
6.656
UserCPU time millis testing
0.591
UserCPU time millis training
6.065