Run
8790328

Run 8790328

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 15-01-2018 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.trees612
mlr.classif.ranger(16)_mtry117
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.135306769283488
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11332.7913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0202
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
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.4735
UserCPU time millis
189.335
UserCPU time millis testing
1.794
UserCPU time millis training
187.541