Run
8544379

Run 8544379

Task 145854 (Supervised Classification) nomao Uploaded 19-11-2017 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.trees1457
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size9218
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.894568120734766
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
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18050.0455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2029
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
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1782.0978
UserCPU time millis
542.89
UserCPU time millis testing
8.596
UserCPU time millis training
534.294