Struct tangram::FeatureContributions[][src]

pub struct FeatureContributions {
    pub baseline_value: f32,
    pub output_value: f32,
    pub entries: Vec<FeatureContributionEntry>,
}
Expand description

This is a description of the feature contributions for the prediction if the task is regression or binary classification, or for a single class if the task is multiclass classification.

Fields

baseline_value: f32

This is the value the model would output if all features had baseline values.

output_value: f32

This is the value the model output. Any difference from the baseline_value is because of the deviation of the features from their baseline values.

entries: Vec<FeatureContributionEntry>

This vec will contain one entry for each of the model’s features. Note that features are computed from columns, so there will likely be more features than columns.

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