Run
8266041

Run 8266041

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1473
mlr.classif.ranger(9)_mtry52
mlr.classif.ranger(9)_min.node.size3564
mlr.classif.ranger(9)_sample.fraction0.385151205956936
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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20232.7463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1772
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
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.2356
UserCPU time millis
728.859
UserCPU time millis testing
9.251
UserCPU time millis training
719.608