Run
8754773

Run 8754773

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 30-12-2017 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.trees1998
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size43
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.874736669636331
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4739.9131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0608
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1829.632
UserCPU time millis
364.666
UserCPU time millis testing
17.226
UserCPU time millis training
347.44