NAME¶

doc/tutorials/det/det.txt - Tutorial for how to perform density estimation with Density Estimation Trees (DET).

SYNOPSIS¶

Functions¶

f f $V (t)$is the volume of the node$t$and$ilde see subsection cli_alt_reg_tut Alternate DET regularization The usual regularized error f $R_ alpha (t)\f $of a node\f $t\f $is given by"

Variables¶

f is the set of leaves in the subtree rooted at f $t f For the purposes of density estimation" this option is not available in DET right now" f is the set of leaves in the subtree rooted at f $t f For the purposes of density there is a different form of regularization" f is the set of leaves in the subtree rooted at f $t f For the purposes of density there is a different form of we penalize the sum of the inverse of the volumes of the leaves With this very small volume nodes are discouraged unless the data actually warrants it Thus"

Detailed Description¶

Tutorial for how to perform density estimation with Density Estimation Trees (DET). Author: Definition in file det.txt.

Function Documentation¶

f f $V (t)¶

Definition at line 374 of file det.txt.

see subsection cli_alt_reg_tut Alternate DET regularization The usual regularized error f $R_ alpha (t)¶

Definition at line 367 of file det.txt.

Variable Documentation¶

f is the set of leaves in the subtree rooted at f $t f For the purposes of density estimation¶

Definition at line 377 of file det.txt.

this option is not available in DET right now¶

Definition at line 364 of file det.txt.

f is the set of leaves in the subtree rooted at f $t f For the purposes of density there is a different form of we penalize the sum of the inverse of the volumes of the leaves With this regularization¶

Definition at line 377 of file det.txt.

f is the set of leaves in the subtree rooted at f $t f For the purposes of density there is a different form of we penalize the sum of the inverse of the volumes of the leaves With this very small volume nodes are discouraged unless the data actually warrants it Thus¶

Definition at line 377 of file det.txt.

Author¶

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