data_draw_scatter_1d.m File Reference

Detailed Description

Draws 1-D scatter plot with optional per-class distributions.

Definition in file data_draw_scatter_1d.m.

Go to the source code of this file.

Functions
function	data_draw_scatter_1d (in data, in idx_fea, in type_distr, in threshold)

Function Documentation

function data_draw_scatter_1d	(	in	data,
		in	idx_fea,
		in	type_distr,
		in	threshold
	)

Parameters

data	dataset
idx_fea	What feature to use. Number points to 1 column in data.X
type_distr	controls drawing the distributions on top of the scores 0 no distributions are drawn 1 estimates distribution by gaussian kernel estimation (each point contributes with a small gaussian bump) 2 histogram distribution estimation - each bar in the histogram represents a quantile, therefore has same area, therefore has variable width. Looks cool
threshold	Works only for two classes. If specified, illustrates "misclassified" regions of each class