Run
10398745

Run 10398745

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 17-09-2019 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_C1.5949297239719284
sklearn.svm.classes.SVC(35)_cache_size200
sklearn.svm.classes.SVC(35)_class_weightnull
sklearn.svm.classes.SVC(35)_coef00.18691602631734172
sklearn.svm.classes.SVC(35)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(35)_degree2
sklearn.svm.classes.SVC(35)_gamma0.0027911807727516672
sklearn.svm.classes.SVC(35)_kernel"poly"
sklearn.svm.classes.SVC(35)_max_iter-1
sklearn.svm.classes.SVC(35)_probabilityfalse
sklearn.svm.classes.SVC(35)_random_state44889
sklearn.svm.classes.SVC(35)_shrinkingtrue
sklearn.svm.classes.SVC(35)_tol0.0013300790159165412
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.

17 Evaluation measures

0.5969 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
0.2154
Per class
0.1938 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
0.2001 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
0.016 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.0198
Cross-validation details (10-fold Crossvalidation)
1600
Per class
Cross-validation details (10-fold Crossvalidation)
0.3086
Per class
0.2019 ± 0.011
Cross-validation details (10-fold Crossvalidation)
6.6439
Cross-validation details (10-fold Crossvalidation)
0.2019 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
0.8062 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
0.0995
Cross-validation details (10-fold Crossvalidation)
0.1263 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
1.2698 ± 0.0088
Cross-validation details (10-fold Crossvalidation)