Run
7830699

Run 7830699

Task 145976 (Supervised Classification) diabetes Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost70.6250132255848
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.17
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.8927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4211
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
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.0436
Total cost
UserCPU time millis
7.203
UserCPU time millis testing
0.025
UserCPU time millis training
7.178