Run
8771955

Run 8771955

Task 145854 (Supervised Classification) nomao Uploaded 03-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees129
mlr.classif.ranger(16)_mtry54
mlr.classif.ranger(16)_min.node.size10399
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.88057756847702
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17321.7912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2076
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6798
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.6392
UserCPU time millis
165.52
UserCPU time millis testing
1.023
UserCPU time millis training
164.497