Run
10155016

Run 10155016

Task 37 (Supervised Classification) diabetes Uploaded 23-03-2019 by Hamidreza Heidarzadeh
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Flow

sklearn.svm.classes.SVC(27)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(27)_C1.0
sklearn.svm.classes.SVC(27)_cache_size200
sklearn.svm.classes.SVC(27)_class_weightnull
sklearn.svm.classes.SVC(27)_coef00.0
sklearn.svm.classes.SVC(27)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(27)_degree3
sklearn.svm.classes.SVC(27)_gamma"auto_deprecated"
sklearn.svm.classes.SVC(27)_kernel"linear"
sklearn.svm.classes.SVC(27)_max_iter-1
sklearn.svm.classes.SVC(27)_probabilityfalse
sklearn.svm.classes.SVC(27)_random_state4976
sklearn.svm.classes.SVC(27)_shrinkingtrue
sklearn.svm.classes.SVC(27)_tol0.001
sklearn.svm.classes.SVC(27)_verbosefalse

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.

17 Evaluation measures

Area under ROC curve
0.7209 ± 0.0611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7617 ± 0.0523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4655 ± 0.1207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4721 ± 0.1146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2305 ± 0.0497
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7641 ± 0.0574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7695 ± 0.0497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9331 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Recall
0.7695 ± 0.0497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5071 ± 0.1098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4801 ± 0.0504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0072 ± 0.1067
Cross-validation details (10-fold Crossvalidation)