Run
8856986

Run 8856986

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 30-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees432
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size59
mlr.classif.ranger(9)_sample.fraction0.245829136134125
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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2716.4559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0825
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.226
UserCPU time millis
3.267
UserCPU time millis testing
0.254
UserCPU time millis training
3.013