Logistic Regression

Logistic regression.

Options

• data | object (required): object of value arrays. Default: none.
• y | (string|Factor) (required): outcome variable. Default: none.
• success | any (required): success category of y. 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.
• intercept | boolean: controls whether to fit a model with an intercept term. Default: true.
• onPredict | function: callback invoked with a predict function to make predictions for new data. Default: none.

Examples

Live Editor

<LogisticRegression data={heartdisease} y="Complications" success={1} x={[ 'Drugs', 'Gender', 'Age', 'Interventions' ]} quantitative={[ 'Age', 'Cost', 'Interventions' ]} />

<LogisticRegression 
    data={heartdisease} 
    y="Complications"
    success={1}
    x={[ 'Drugs', 'Gender', 'Age', 'Interventions' ]}
    quantitative={[ 'Age', 'Cost', 'Interventions' ]}
/>

Result

ReferenceError: Provider is not defined