OpenML
8264800

Run 8264800

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 27-10-2017 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.trees552
mlr.classif.ranger(9)_mtry31
mlr.classif.ranger(9)_min.node.size395
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.141978722508065
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
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
701.4937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4029
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
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8556
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.2273
UserCPU time millis
2.216
UserCPU time millis testing
0.233
UserCPU time millis training
1.983