Run
8752812

Run 8752812

Task 145878 (Supervised Classification) wdbc Uploaded 30-12-2017 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.trees1768
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size269
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.996957000554539
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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
432.7784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1221
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
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.464
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.812
UserCPU time millis
6.754
UserCPU time millis testing
0.316
UserCPU time millis training
6.438