Run
10560096

Run 10560096

Task 6 (Supervised Classification) letter Uploaded 13-08-2021 by Sergey Redyuk
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Flow

sklearn.svm.classes.SVC(45)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(45)_C1.0
sklearn.svm.classes.SVC(45)_cache_size200
sklearn.svm.classes.SVC(45)_class_weightnull
sklearn.svm.classes.SVC(45)_coef00.0
sklearn.svm.classes.SVC(45)_decision_function_shapenull
sklearn.svm.classes.SVC(45)_degree3
sklearn.svm.classes.SVC(45)_gamma"auto"
sklearn.svm.classes.SVC(45)_kernel"rbf"
sklearn.svm.classes.SVC(45)_max_iter-1
sklearn.svm.classes.SVC(45)_probabilityfalse
sklearn.svm.classes.SVC(45)_random_state9978
sklearn.svm.classes.SVC(45)_shrinkingtrue
sklearn.svm.classes.SVC(45)_tol0.001
sklearn.svm.classes.SVC(45)_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

0.987 ± 0.0012
Per class
Cross-validation details (10-fold Crossvalidation)
0.9749 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
0.9739 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.9746 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.0019 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
0.975 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9751 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
0.975 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
4.6998 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0261 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0439 ± 0.002
Cross-validation details (10-fold Crossvalidation)
0.2283 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
0.9747 ± 0.0023
Cross-validation details (10-fold Crossvalidation)