OpenML
8259332

Run 8259332

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.trees747
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.726676547690295
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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2281.1965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1713
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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.41
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1876.6882
UserCPU time millis
11.707
UserCPU time millis testing
1.219
UserCPU time millis training
10.488