sys_CE: Calculate the Combination Entropy

In sysAgNPs: Systematic Quantification of AgNPs to Unleash their Potential for Applicability

Calculate the Combination Entropy

Description

Calculate the average value of the probability of surprising level of the presence and absence of a particular category within the specific category to measure the average uncertainty of feature categories.

Usage

sys_CE(data, dataset)

Arguments

data	A dataframe that contains experimental data.
dataset	The dataset used to to calculate the ratio of the number of reporting a certain feature in the AgNPs dataset to the total number of samples.

Value

A dataframe including: 1. the ratio of the number of reporting a certain feature in the AgNPs dataset to the total number of samples; 2. pc:the probability of the feature combination occurring; 3. Hi:the probability of surprising level of the presence and absence of feature combinations to measure the uncertainty of feature combination.

Examples

data(dataset)
users_data <- dataset
CE <- sys_CE(users_data, dataset)

sysAgNPs documentation built on April 4, 2025, 3:27 a.m.