Naive Bayes

Naive Bayes assuming that the predictors given the class membership follow a normal distribution.

Options

• data | object (required): object of value arrays. Default: none.
• y | (string|Factor) (required): outcome variable. Default: none.
• x | (array<(string|Factor)>|string|Factor) (required): one or more predictor variables. Default: none.
• quantitative | array<string> (required): array of variables in data that are quantitative. Default: none.
• omitMissing | boolean: controls whether to omit missing values. Default: false.
• onPredict | function: callback invoked with predictions and residuals after model fitting. Default: none.

Examples

Live Editor

<NaiveBayes data={heartdisease} y="Drugs" x={[ 'Age', 'Cost', 'Interventions', 'Gender', 'Complications' ]} quantitative={[ 'Age', 'Cost', 'Interventions' ]} />

<NaiveBayes 
    data={heartdisease} 
    y="Drugs"
    x={[ 'Age', 'Cost', 'Interventions', 'Gender', 'Complications' ]}
    quantitative={[ 'Age', 'Cost', 'Interventions' ]}
/>

Result

ReferenceError: Provider is not defined