Details about a feature
GetFeatureInfo(project, featureName)character. Either (1) a character string giving the unique alphanumeric identifier for the project, or (2) a list containing the element projectId with this identifier.
Name of the feature to retrieve. Note: DataRobot renames some features, so the feature name may not be the one from your original data. You can use ListFeatureInfo to list the features and check the name. Deprecation note: If the name given does not match any feature names, we will treat it as an integer feature ID, and return the feature with the matching ID (if any). This is for backwards-compatibility and will be removed in v2.10.
A named list which contains:
id nummeric. feature id. Note that throughout the API, features are specified using their names, not this ID.
name character. The name of the feature.
featureType character. Feature type: 'Numeric', 'Categorical', etc.
importance numeric. numeric measure of the strength of relationship between the feature and target (independent of any model or other features).
lowInformation logical. Whether the feature has too few values to be informative.
uniqueCount numeric. The number of unique values in the feature.
naCount numeric. The number of missing values in the feature.
dateFormat character. The format of the feature if it is date-time feature.
projectId character. Character id of the project the feature belonges to.
max. The maximum value in the dataset, formatted in the same format as the data.
min. The minimum value in the dataset, formatted in the same format as the data.
mean. The arithmetic mean of the dataset, formatted in the same format as the data.
median. The median of the dataset, formatted in the same format as the data.
stdDev. The standard deviation of the dataset, formatted in the same format as the data.
timeSeriesEligible logical. Whether this feature can be used as the datetime partition column in a time series project.
timeSeriesEligibilityReason character. Why the feature is ineligible for the datetime partition column in a time series project, "suitable" when it is eligible.
timeStep numeric. For time-series eligible features, a positive integer determining the interval at which windows can be specified. If used as the datetime partition column on a time series project, the feature derivation and forecast windows must start and end at an integer multiple of this value. NULL for features that are not time series eligible.
timeUnit character. For time series eligible features, the time unit covered by a single time step, e.g. "HOUR", or NULL for features that are not time series eligible.
# NOT RUN {
projectId <- "59a5af20c80891534e3c2bde"
GetFeatureInfo(projectId, "myFeature")
# }
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