Run
8646428

Run 8646428

Task 146803 (Supervised Classification) credit-g Uploaded 12-12-2017 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.trees1922
mlr.classif.ranger(16)_mtry19
mlr.classif.ranger(16)_min.node.size83
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.988491331157274
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
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.8392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3327
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
0.7225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9184
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.7001
UserCPU time millis
17.519
UserCPU time millis testing
0.875
UserCPU time millis training
16.644