Run
10010

Run 10010

Task 1408 (Supervised Classification) iris Uploaded 07-11-2019 by Matthias Feurer
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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_state20702
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

0.9982 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
0.9666 ± 0.0355
Per class
Cross-validation details (10-fold Crossvalidation)
0.95 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
0.9117 ± 0.039
Cross-validation details (10-fold Crossvalidation)
0.0536 ± 0.02
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)
0.9678 ± 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)
0.1206 ± 0.0451
Cross-validation details (10-fold Crossvalidation)
0.4714
Cross-validation details (10-fold Crossvalidation)
0.1211 ± 0.0474
Cross-validation details (10-fold Crossvalidation)
0.2568 ± 0.1005
Cross-validation details (10-fold Crossvalidation)
0.9667 ± 0.0351
Cross-validation details (10-fold Crossvalidation)