Run
10591702

Run 10591702

Task 59 (Supervised Classification) iris Uploaded 16-11-2022 by Laurens Krudde
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Flow

sklearn.svm._classes.SVC(12)C-Support Vector Classification. The implementation is based on libsvm. The fit time scales at least quadratically with the number of samples and may be impractical beyond tens of thousands of samples. For large datasets consider using :class:`~sklearn.svm.LinearSVC` or :class:`~sklearn.linear_model.SGDClassifier` instead, possibly after a :class:`~sklearn.kernel_approximation.Nystroem` transformer. The multiclass support is handled according to a one-vs-one scheme. For details on the precise mathematical formulation of the provided kernel functions and how `gamma`, `coef0` and `degree` affect each other, see the corresponding section in the narrative documentation: :ref:`svm_kernels`.
sklearn.svm._classes.SVC(12)_C1
sklearn.svm._classes.SVC(12)_break_tiesfalse
sklearn.svm._classes.SVC(12)_cache_size200
sklearn.svm._classes.SVC(12)_class_weightnull
sklearn.svm._classes.SVC(12)_coef00.0
sklearn.svm._classes.SVC(12)_decision_function_shape"ovr"
sklearn.svm._classes.SVC(12)_degree3
sklearn.svm._classes.SVC(12)_gamma"scale"
sklearn.svm._classes.SVC(12)_kernel"rbf"
sklearn.svm._classes.SVC(12)_max_iter-1
sklearn.svm._classes.SVC(12)_probabilityfalse
sklearn.svm._classes.SVC(12)_random_state26504
sklearn.svm._classes.SVC(12)_shrinkingtrue
sklearn.svm._classes.SVC(12)_tol0.001
sklearn.svm._classes.SVC(12)_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.

18 Evaluation measures

0.975 ± 0.0264
Per class
Cross-validation details (10-fold Crossvalidation)
0.9667 ± 0.0355
Per class
Cross-validation details (10-fold Crossvalidation)
0.95 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
0.9544 ± 0.0481
Cross-validation details (10-fold Crossvalidation)
0.0222 ± 0.0234
Cross-validation details (10-fold Crossvalidation)
0.4444
Cross-validation details (10-fold Crossvalidation)
0.9667 ± 0.0351
Cross-validation details (10-fold Crossvalidation)
150
Per class
Cross-validation details (10-fold Crossvalidation)
0.9668 ± 0.0293
Per class
Cross-validation details (10-fold Crossvalidation)
0.9667 ± 0.0351
Cross-validation details (10-fold Crossvalidation)
1.585
Cross-validation details (10-fold Crossvalidation)
0.05 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
0.4714
Cross-validation details (10-fold Crossvalidation)
0.1491 ± 0.1111
Cross-validation details (10-fold Crossvalidation)
0.3162 ± 0.2357
Cross-validation details (10-fold Crossvalidation)
0.9667 ± 0.0351
Cross-validation details (10-fold Crossvalidation)