Run
8552312

Run 8552312

Task 145972 (Supervised Classification) credit-g Uploaded 22-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees816
mlr.classif.ranger(15)_mtry17
mlr.classif.ranger(15)_min.node.size67
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.31735058799386
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2971
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3489
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
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8964
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.4038
UserCPU time millis
2.89
UserCPU time millis testing
0.24
UserCPU time millis training
2.65