Run
8714412

Run 8714412

Task 145976 (Supervised Classification) diabetes Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1442
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size63
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.106967865210027
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.3838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4049
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
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9076
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1382.9208
UserCPU time millis
1.581
UserCPU time millis testing
0.256
UserCPU time millis training
1.325