Run
8714120

Run 8714120

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 29-12-2017 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.trees1048
mlr.classif.ranger(9)_mtry207
mlr.classif.ranger(9)_min.node.size416
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.847275554086082
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10228.7982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0237
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
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.7355
UserCPU time millis
1237.742
UserCPU time millis testing
2.865
UserCPU time millis training
1234.877