Run
9934

Run 9934

Task 59 (Supervised Classification) mfeat-pixel 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_state21574
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

0.9995
Per class
Cross-validation details (10% Holdout set)
0.9803
Per class
Cross-validation details (10% Holdout set)
0.9781
Cross-validation details (10% Holdout set)
0.9392
Cross-validation details (10% Holdout set)
0.0209
Cross-validation details (10% Holdout set)
0.18
Cross-validation details (10% Holdout set)
0.9803
Cross-validation details (10% Holdout set)
660
Per class
Cross-validation details (10% Holdout set)
0.9807
Per class
Cross-validation details (10% Holdout set)
0.9803
Cross-validation details (10% Holdout set)
3.3219
Cross-validation details (10% Holdout set)
0.1163
Cross-validation details (10% Holdout set)
0.3
Cross-validation details (10% Holdout set)
0.071
Cross-validation details (10% Holdout set)
0.2367
Cross-validation details (10% Holdout set)
0.9805
Cross-validation details (10% Holdout set)