Run
8777955

Run 8777955

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 05-01-2018 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.trees1035
mlr.classif.ranger(9)_mtry135
mlr.classif.ranger(9)_min.node.size3357
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.964938771235757
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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1016.2166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0649
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
0.9728
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
0.5612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.695
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.6923
UserCPU time millis
696.368
UserCPU time millis testing
2.512
UserCPU time millis training
693.856