Run
8545302

Run 8545302

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.trees922
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.817699333373457
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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2339.0959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.042
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.2012
UserCPU time millis
24.18
UserCPU time millis testing
1.65
UserCPU time millis training
22.53