Run
10194

Run 10194

Task 1408 (Supervised Classification) iris Uploaded 07-11-2019 by Matthias Feurer
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Flow

sklearn.svm.classes.SVC(2)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.linear_model.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(2)_C0.5
sklearn.svm.classes.SVC(2)_cache_size200
sklearn.svm.classes.SVC(2)_class_weightnull
sklearn.svm.classes.SVC(2)_coef00.0
sklearn.svm.classes.SVC(2)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(2)_degree3
sklearn.svm.classes.SVC(2)_gamma"auto"
sklearn.svm.classes.SVC(2)_kernel"linear"
sklearn.svm.classes.SVC(2)_max_iter-1
sklearn.svm.classes.SVC(2)_probabilitytrue
sklearn.svm.classes.SVC(2)_random_state30649
sklearn.svm.classes.SVC(2)_shrinkingtrue
sklearn.svm.classes.SVC(2)_tol1e-05
sklearn.svm.classes.SVC(2)_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

0.9987 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
0.98 ± 0.0325
Per class
Cross-validation details (10-fold Crossvalidation)
0.97 ± 0.0483
Cross-validation details (10-fold Crossvalidation)
0.9113 ± 0.0393
Cross-validation details (10-fold Crossvalidation)
0.054 ± 0.0203
Cross-validation details (10-fold Crossvalidation)
0.4444
Cross-validation details (10-fold Crossvalidation)
0.98 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
150
Per class
Cross-validation details (10-fold Crossvalidation)
0.9801 ± 0.0268
Per class
Cross-validation details (10-fold Crossvalidation)
0.98 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
1.585
Cross-validation details (10-fold Crossvalidation)
0.1214 ± 0.0456
Cross-validation details (10-fold Crossvalidation)
0.4714
Cross-validation details (10-fold Crossvalidation)
0.121 ± 0.0463
Cross-validation details (10-fold Crossvalidation)
0.2566 ± 0.0983
Cross-validation details (10-fold Crossvalidation)
0.98 ± 0.0322
Cross-validation details (10-fold Crossvalidation)