Run
8778350

Run 8778350

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 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.trees894
mlr.classif.ranger(16)_mtry39
mlr.classif.ranger(16)_min.node.size80
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.215751141589135
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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27419.9922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.6705
UserCPU time millis
821.737
UserCPU time millis testing
8.31
UserCPU time millis training
813.427