Naive Gaussian Bayesian Estimation

Collaboration diagram for Naive Gaussian Bayesian Estimation:

Functions
uint32_t	tpt_gaussian_naive_bayes_est_f32 (const tpt_gaussian_naivebayes_f32_t *aInstance, const f32_t *aInData, f32_t *aBuf)
	Naive Gaussian Bayesian Estimator.
uint32_t	tpt_gaussian_naive_bayes_est_f64 (const tpt_gaussian_naivebayes_f64_t *aInstance, const f64_t *aInData, f64_t *aBuf)
	Naive Gaussian Bayesian Estimator.

Detailed Description

The function implements the naive Gaussian Bayes estimator.

TPT DSP library only supports the naive GaussianBayesian predictor function for floating-point data.

Function Documentation

tpt_gaussian_naive_bayes_est_f32()

uint32_t tpt_gaussian_naive_bayes_est_f32	(	const tpt_gaussian_naivebayes_f32_t *	aInstance,
		const f32_t *	aInData,
		f32_t *	aBuf )

Naive Gaussian Bayesian Estimator.

Parameters

[in]	aInstance	pointer of the instance structure
[in]	aInData	pointer of the input vector
[in]	aBuf	pointer of the buffer vector

Returns

uint32_t

Naive Gaussian Bayesian Estimator.

Parameters

[in]	aInstance	points to the instance structure
[in]	aInData	points to the input vector
[in]	aBuf	points to the temporary buffer

Returns

Gaussian Naive Bayes estimator

tpt_gaussian_naive_bayes_est_f64()

uint32_t tpt_gaussian_naive_bayes_est_f64	(	const tpt_gaussian_naivebayes_f64_t *	aInstance,
		const f64_t *	aInData,
		f64_t *	aBuf )

Naive Gaussian Bayesian Estimator.

Parameters

[in]	aInstance	pointer of the instance structure
[in]	aInData	pointer of the input vector
[in]	aBuf	pointer of the buffer vector

Returns

uint32_t