Run
8773537

Run 8773537

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees586
mlr.classif.ranger(16)_mtry122
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.243573722732253
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11894.2593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0168
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
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3151
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.4167
UserCPU time millis
310.75
UserCPU time millis testing
1.946
UserCPU time millis training
308.804