Run
8787165

Run 8787165

Task 145878 (Supervised Classification) wdbc Uploaded 12-01-2018 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.trees171
mlr.classif.ranger(16)_mtry10
mlr.classif.ranger(16)_min.node.size316
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.67444445299916
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
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
396.6033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.2097
UserCPU time millis
0.31
UserCPU time millis testing
0.042
UserCPU time millis training
0.268