Index

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__init__() (SVEKER.ExplainingSVC method) (SVEKER.ExplainingSVM method) (SVEKER.ExplainingSVR method) (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method) (SVEKER.kernels.TanimotoKernel method)

B

BaseKernel (class in SVEKER.kernels)

C

c_fminus() (in module SVEKER.utils)

c_fplus() (in module SVEKER.utils)

D

delta_nu_fminus() (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method) (SVEKER.kernels.TanimotoKernel method)

delta_nu_fplus() (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method) (SVEKER.kernels.TanimotoKernel method)

E

expected_value (SVEKER.ExplainingSVC property) (SVEKER.ExplainingSVR property) expected_value_logit_space (SVEKER.ExplainingSVC property)

ExplainingSVC (class in SVEKER) ExplainingSVM (class in SVEKER) ExplainingSVR (class in SVEKER)

F

fit() (SVEKER.ExplainingSVC method) (SVEKER.ExplainingSVR method)

G

get_kernel_function() (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method) (SVEKER.kernels.TanimotoKernel method)

M

m_coeff() (in module SVEKER.utils)

P

phi_fminus() (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method) phi_fplus() (SVEKER.kernels.BaseKernel method) (SVEKER.kernels.PolynomialKernel method) (SVEKER.kernels.RBFKernel method) (SVEKER.kernels.SigmoidKernel method)

platt() (SVEKER.ExplainingSVC method) PolynomialKernel (class in SVEKER.kernels) predict_proba() (SVEKER.ExplainingSVC method)

R

RBFKernel (class in SVEKER.kernels)

S

set_params() (SVEKER.ExplainingSVC method) (SVEKER.ExplainingSVR method) shapley_values() (SVEKER.ExplainingSVC method) (SVEKER.ExplainingSVM method) (SVEKER.ExplainingSVR method)

SigmoidKernel (class in SVEKER.kernels)

T

TanimotoKernel (class in SVEKER.kernels)