Run
10398730

Run 10398730

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 17-09-2019 by Jan van Rijn
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Flow

sklearn.svm.classes.SVC(35)C-Support Vector Classification. The implementation is based on libsvm. The fit time complexity is more than quadratic with the number of samples which makes it hard to scale to dataset with more than a couple of 10000 samples. 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(35)_C321.66653043766763
sklearn.svm.classes.SVC(35)_cache_size200
sklearn.svm.classes.SVC(35)_class_weightnull
sklearn.svm.classes.SVC(35)_coef00.0
sklearn.svm.classes.SVC(35)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(35)_degree3
sklearn.svm.classes.SVC(35)_gamma0.03699687992555511
sklearn.svm.classes.SVC(35)_kernel"rbf"
sklearn.svm.classes.SVC(35)_max_iter-1
sklearn.svm.classes.SVC(35)_probabilityfalse
sklearn.svm.classes.SVC(35)_random_state43367
sklearn.svm.classes.SVC(35)_shrinkingfalse
sklearn.svm.classes.SVC(35)_tol0.00744686039301253
sklearn.svm.classes.SVC(35)_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.

15 Evaluation measures

0.5
Per class
Cross-validation details (10-fold Crossvalidation)
0.2023 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
0.3467 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.4531 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
1941
Per class
Cross-validation details (10-fold Crossvalidation)
0.6533 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.9311 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
0.6533 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
0.7653 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
0.4759 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
0.5888 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
1.2372 ± 0.0021
Cross-validation details (10-fold Crossvalidation)