Run
8653916

Run 8653916

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees620
mlr.classif.ranger(15)_mtry16
mlr.classif.ranger(15)_min.node.size37
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.597413035552017
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.3552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1433.9418
UserCPU time millis
2.51
UserCPU time millis testing
0.16
UserCPU time millis training
2.35