pdp.hpp File Reference

Partial Dependence Plot – a global marginal-effect technique, sweeping one feature's value while averaging the model's response over a background set (charter addition 2026-09-19, see charter Decisions Log). More...

#include <functional>
#include <stdexcept>
#include <string>
#include <vector>
#include "pulsatrix/assert.hpp"
#include "pulsatrix/attribution.hpp"
#include "pulsatrix/device_backend.hpp"
#include "pulsatrix/tensor.hpp"

Include dependency graph for pdp.hpp:

Go to the source code of this file.

Classes
class	pulsatrix::PDP
	PDP_j(v) = (1/|B|) * sum_{b in B} f(x_j=v, x_{-j}=b_{-j}) – for each grid value v, replace every background instance's feature j with v (keeping its other features), average the model's output over the whole background set. More...

Namespaces
namespace	pulsatrix

Detailed Description

Partial Dependence Plot – a global marginal-effect technique, sweeping one feature's value while averaging the model's response over a background set (charter addition 2026-09-19, see charter Decisions Log).