Run
8547088

Run 8547088

Task 146803 (Supervised Classification) credit-g Uploaded 20-11-2017 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.trees1893
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size42
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.98245524126105
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.8529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3457
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
0.7415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.3119
UserCPU time millis
9.561
UserCPU time millis testing
0.899
UserCPU time millis training
8.662