Uses of Class
smile.data.AttributeDataset

Packages that use AttributeDataset

Package	Description
smile.data
smile.regression

Uses of AttributeDataset in smile.data

Methods in smile.data that return AttributeDataset

Modifier and Type	Method	Description
AttributeDataset	AttributeDataset.columns(java.lang.String... cols)	Returns a dataset with selected columns.
AttributeDataset	AttributeDataset.head(int n)	returns the first few rows.
AttributeDataset	AttributeDataset.range(int from, int to)	Returns the rows in the given range [from, to).
AttributeDataset	AttributeDataset.remove(java.lang.String... cols)	Returns a new dataset without given columns.
AttributeDataset	AttributeDataset.summary()	Returns statistic summary.
AttributeDataset	AttributeDataset.tail(int n)	Returns the last few rows.

Uses of AttributeDataset in smile.regression

Constructors in smile.regression with parameters of type AttributeDataset

Constructor	Description
RandomForest(AttributeDataset data, int ntrees)	Constructor.
RandomForest(AttributeDataset data, int ntrees, int maxNodes)	Constructor.
RandomForest(AttributeDataset data, int ntrees, int maxNodes, int nodeSize)	Constructor.
RandomForest(AttributeDataset data, int ntrees, int maxNodes, int nodeSize, int mtry, double subsample, double[] monotonicRegression)	Constructor.
RegressionTree(AttributeDataset data, int maxNodes)	Constructor.
RegressionTree(AttributeDataset data, int maxNodes, int nodeSize)	Constructor.
RegressionTree(AttributeDataset data, int maxNodes, int nodeSize, int mtry, int[][] order, int[] samples, RegressionTree.NodeOutput output)	Constructor.
RegressionTree(AttributeDataset data, int maxNodes, int nodeSize, int mtry, int[][] order, int[] samples, RegressionTree.NodeOutput output, double[] monotonicRegression)