Run
8838269

Run 8838269

Task 145878 (Supervised Classification) wdbc Uploaded 25-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees166
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size65
mlr.classif.ranger(9)_sample.fraction0.136084951879457
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
417.5203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1377
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
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4597
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.3236
UserCPU time millis
0.377
UserCPU time millis testing
0.168
UserCPU time millis training
0.209