Run
8545360

Run 8545360

Task 9889 (Supervised Classification) wilt Uploaded 20-11-2017 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.trees1599
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size265
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.560646183579229
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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
481.3725
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0705
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.17
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.9924
UserCPU time millis
19.95
UserCPU time millis testing
1.63
UserCPU time millis training
18.32