Run
8778760

Run 8778760

Task 145972 (Supervised Classification) credit-g Uploaded 06-01-2018 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.trees645
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size106
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.539536587381735
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
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.5481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3471
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
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.8158
UserCPU time millis
3.058
UserCPU time millis testing
0.236
UserCPU time millis training
2.822