Run
8843401

Run 8843401

Task 146803 (Supervised Classification) credit-g Uploaded 26-01-2018 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.trees1473
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.903633305127732
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
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
230.3713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3169
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8988
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.8499
UserCPU time millis
22.043
UserCPU time millis testing
1.053
UserCPU time millis training
20.99