Run
8126927

Run 8126927

Task 9977 (Supervised Classification) nomao Uploaded 18-10-2017 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.trees13
mlr.classif.ranger(9)_mtry96
mlr.classif.ranger(9)_min.node.size7385
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.61688957947772
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17366.361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2049
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
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3118
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6902
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.3841
UserCPU time millis
25.543
UserCPU time millis testing
0.53
UserCPU time millis training
25.013