Run
8534984

Run 8534984

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1102
mlr.classif.ranger(15)_mtry38
mlr.classif.ranger(15)_min.node.size338
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.276476366259158
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25886.8285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4739
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.8318
UserCPU time millis
915.84
UserCPU time millis testing
12.86
UserCPU time millis training
902.98