Run
8758458

Run 8758458

Task 145976 (Supervised Classification) diabetes Uploaded 31-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees674
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size28
mlr.classif.ranger(16)_sample.fraction0.528571536508389
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
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.9235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3177
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
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.6323
UserCPU time millis
2.239
UserCPU time millis testing
0.228
UserCPU time millis training
2.011