Run
10560091

Run 10560091

Task 167119 (Supervised Classification) jungle_chess_2pcs_raw_endgame_complete 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_state9382
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

0.8715 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
0.8512 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
0.7416 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
0.7345 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
0.0977 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
0.3832 ± 0
Cross-validation details (10-fold Crossvalidation)
0.8534 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
44819
Per class
Cross-validation details (10-fold Crossvalidation)
0.8507 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
0.8534 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
1.3491 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.255 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
0.4377 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3126 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
0.7141 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
0.781 ± 0.0066
Cross-validation details (10-fold Crossvalidation)