Run
8795137

Run 8795137

Task 145976 (Supervised Classification) diabetes Uploaded 18-01-2018 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.trees796
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_sample.fraction0.790428585303016
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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.7356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.5741
UserCPU time millis
4.389
UserCPU time millis testing
0.457
UserCPU time millis training
3.932