Run
8730753

Run 8730753

Task 145854 (Supervised Classification) nomao 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.trees602
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size531
mlr.classif.ranger(9)_sample.fraction0.351121751125902
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21697.499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
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
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.0764
UserCPU time millis
90.201
UserCPU time millis testing
5.802
UserCPU time millis training
84.399