Run
8621711

Run 8621711

Task 145972 (Supervised Classification) credit-g Uploaded 07-12-2017 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.trees874
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_sample.fraction0.239614576031454
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
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.2571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3522
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
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.0598
UserCPU time millis
3.698
UserCPU time millis testing
0.397
UserCPU time millis training
3.301