Fuzzy Logistic Regression

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Documentation for package ‘FuzzyLogit’ version 0.1.1

• DESCRIPTION file.

Help Pages

breast_cancer	UCI Breast Cancer Wisconsin Dataset
case.names	Extract case names from fuzzy_logit model
classify	Classify Observations Using a Fuzzy Logistic Regression Model
classify.fuzzy_logit	Classify Observations Using a Fuzzy Logistic Regression Model
coef.fuzzy_logit	Extract coefficients from fuzzy_logit model
coefficients.fuzzy_logit	Extract coefficients from fuzzy_logit model (alias)
compare_cv_results	Compare Multiple Cross-Validation Results
compare_fuzzy_models	Compare Multiple Fuzzy Logit Models with Different Mu Values
confint.fuzzy_logit	Confidence intervals for fuzzy_logit model parameters
cv.fuzzy_logit	Cross-Validation for Fuzzy Logistic Regression
deviance.fuzzy_logit	Deviance for fuzzy_logit model
df.residual.fuzzy_logit	Extract residual degrees of freedom
fitted.fuzzy_logit	Extract fitted values from fuzzy_logit model
formula.fuzzy_logit	Extract formula from fuzzy_logit model
fuzzy_logit	Fuzzy Logistic Regression with Customizable Membership Functions
is.fuzzy_logit	Check if object is a fuzzy_logit model
logLik.fuzzy_logit	Log-likelihood for fuzzy_logit model
model.frame.fuzzy_logit	Extract model frame from fuzzy_logit model
model.matrix.fuzzy_logit	Extract model matrix from fuzzy_logit model
nobs.fuzzy_logit	Extract number of observations from fuzzy_logit model
plot.fuzzy_logit	Plot diagnostic plots for fuzzy_logit model
plot_binned_residuals	Plot Binned Residuals for a Fuzzy Logistic Regression Model
plot_fuzzy_membership	Visualize Fuzzy Membership Functions
plot_leverage	Residuals vs. Leverage Plot for a Fuzzy Logistic Regression Model
plot_pearson_residuals	Plot Pearson Residuals vs. Fitted Probabilities
plot_scale_location	Scale-Location Plot for a Fuzzy Logistic Regression Model
predict.fuzzy_logit	Predict method for fuzzy_logit models
print.classify.fuzzy_logit	Classify Observations Using a Fuzzy Logistic Regression Model
print.cv.fuzzy_logit	Print Cross-Validation Results
print.fuzzy_logit	Print method for fuzzy_logit objects
print.fuzzy_logit_comparison	Print method for fuzzy_logit_comparison
print.summary.fuzzy_logit	Print method for summary.fuzzy_logit objects
residuals.fuzzy_logit	Extract residuals from fuzzy_logit model
summary.classify.fuzzy_logit	Classify Observations Using a Fuzzy Logistic Regression Model
summary.cv.fuzzy_logit	Summarise Cross-Validation Results
summary.fuzzy_logit	Summary method for fuzzy_logit objects
terms.fuzzy_logit	Extract terms from fuzzy_logit model
update.fuzzy_logit	Update fuzzy_logit model
variable.names.fuzzy_logit	Extract variable names from fuzzy_logit model
vcov.fuzzy_logit	Variance-covariance matrix for fuzzy_logit model