Run
8634459

Run 8634459

Task 145878 (Supervised Classification) wdbc Uploaded 10-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees559
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.777871994581073
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
483.3762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0774
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3628
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1461.4545
UserCPU time millis
2.71
UserCPU time millis testing
0.15
UserCPU time millis training
2.56