Run
8788403

Run 8788403

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.trees370
mlr.classif.ranger(16)_mtry30
mlr.classif.ranger(16)_min.node.size323
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.673216023063287
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.5811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1574
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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5245
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.8927
UserCPU time millis
1.093
UserCPU time millis testing
0.067
UserCPU time millis training
1.026