Run
8790295

Run 8790295

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.trees1647
mlr.classif.ranger(16)_mtry48
mlr.classif.ranger(16)_min.node.size157
mlr.classif.ranger(16)_sample.fraction0.113193584769033
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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.69
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1879.7602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0641
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
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6569
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.5355
UserCPU time millis
135.157
UserCPU time millis testing
4.275
UserCPU time millis training
130.882