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ENH Warn on irrelevant parameters for linear kernel in SVC
module:svm
#30174
opened Oct 29, 2024 by
lamdang2k
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Issue #19614: Warn on irrelevant parameters for linear kernel in SVC
module:svm
#28641
opened Mar 17, 2024 by
Issac-Kondreddy
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TST random seed global /svm/tests/test_svm.py
module:svm
No Changelog Needed
#25891
opened Mar 17, 2023 by
Veghit
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Inflated results on random-data with SVM
Bug
module:svm
Needs Investigation
Issue requires investigation
#25631
opened Feb 17, 2023 by
CriticalValue
sklearn.svm.SVR use more RAM memory on newer versions
Bug
module:svm
Needs Investigation
Issue requires investigation
#24138
opened Aug 6, 2022 by
Piecer-plc
[FEAT] Implement quantile SVR
cython
module:svm
Stalled
#23153
opened Apr 18, 2022 by
atrettin
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Default hyperparameter values for novelty detection with LocalOutlierFactor and OneClassSVM
module:svm
Needs Decision
Requires decision
#22402
opened Feb 7, 2022 by
oulenz
Improving the runtime efficiency of the SVC for a precomputed kernel during inference
Hard
Hard level of difficulty
module:svm
New Feature
Performance
#22363
opened Feb 2, 2022 by
vbelis
BUG? LinearSVC with hinge loss and L2 penalty, solver='liblinear' seems to get stuck compared to other solvers
Bug
module:svm
#22283
opened Jan 24, 2022 by
mathurinm
Using a custom rbf kernel function for sklearn's SVC is way faster than built-in method
Bug
module:svm
Performance
#21410
opened Oct 22, 2021 by
NilsWinter
Performance of the RBF kernel in epsilon-SVR (SVM)
module:svm
Performance
#21312
opened Oct 12, 2021 by
Turakar
DEP start to raise warning with inconsistent combination of hyperparameters in SVM
help wanted
module:svm
Stalled
#19630
opened Mar 6, 2021 by
PGijsbers
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Give feedback when Well-defined and straightforward way to resolve
help wanted
module:svm
New Feature
svm.SVC is configured with kernel hyperparameters for a different kernel
Easy
#19614
opened Mar 4, 2021 by
PGijsbers
SVC's predict_proba(...) predicts the exact same probability for wildly different inputs
Bug
module:svm
#19447
opened Feb 12, 2021 by
bravegag
Bug in SVM._ovr_decision_function
Breaking Change
Issue resolution would not be easily handled by the usual deprecation cycle.
module:svm
Needs Decision
Requires decision
#19270
opened Jan 25, 2021 by
drordotan
Improve dense SVC performance by reimplementing dense SVC rbf kernel with GEMV BLAS API
cython
module:svm
module:utils
Performance
#18953
opened Dec 2, 2020 by
Guobing-Chen
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Overflow error following standard scalar in LinearSVC: value to large to convert to npy_int32
module:svm
#18027
opened Jul 29, 2020 by
glickmac
Linear SVM does wrong prediction
Bug
module:linear_model
module:svm
#17557
opened Jun 10, 2020 by
C4rst3n
LinearSVC multiclass is suboptimal compared to voting
Bug
module:svm
#16538
opened Feb 24, 2020 by
abhishek-ghose
Segmentation fault with SVC with probability = True and degree 3
Bug
module:svm
#15008
opened Sep 18, 2019 by
rshah1990
cross_validate hang randomly when training svc with polynomial kernel.
Bug
help wanted
module:svm
#13557
opened Apr 2, 2019 by
xiong-jie-y
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