OpenML
8857079

Run 8857079

Task 3902 (Supervised Classification) pc4 Uploaded 30-01-2018 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.trees1120
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.51654440483544
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.3666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.787
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.2876
UserCPU time millis
8.136
UserCPU time millis testing
0.688
UserCPU time millis training
7.448