sys_CE {sysAgNPs} | R Documentation |
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)
[Package sysAgNPs version 1.0.0 Index]