Run
8778337

Run 8778337

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 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.trees1940
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size8146
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.318938623159193
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
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9926.9299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3114
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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7869
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.2199
UserCPU time millis
106.539
UserCPU time millis testing
10.232
UserCPU time millis training
96.307