Run
8788198

Run 8788198

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 12-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees925
mlr.classif.ranger(16)_mtry11
mlr.classif.ranger(16)_min.node.size1317
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.547866481891833
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
601.5058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4258
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.2845
UserCPU time millis
4.771
UserCPU time millis testing
0.518
UserCPU time millis training
4.253