下面是增加了功能的C++代码:

#include <iostream>
#include <fstream>
#include <vector>
#include <cmath>

// Function to calculate MIC coefficient
double calcMIC(const std::vector<double>& x, const std::vector<double>& y) {
    // Implementation of MIC calculation
    // ...

    return 0.0; // Replace with actual MIC calculation
}

int main() {
    std::ifstream inputFile("input.txt"); // Input file name
    std::ofstream outputFile("output.txt"); // Output file name

    if (!inputFile.is_open()) {
        std::cout << "Failed to open input file." << std::endl;
        return 1;
    }

    if (!outputFile.is_open()) {
        std::cout << "Failed to open output file." << std::endl;
        return 1;
    }

    std::vector<std::string> columnNames; // Vector to store column names
    std::vector<std::vector<double>> dataMatrix; // 2D vector to store data matrix

    std::string line;
    if (std::getline(inputFile, line)) {
        std::istringstream iss(line);
        std::string columnName;
        while (iss >> columnName) {
            columnNames.push_back(columnName);
        }
    }

    while (std::getline(inputFile, line)) {
        std::istringstream iss(line);
        std::vector<double> row;
        double value;
        while (iss >> value) {
            row.push_back(value);
        }
        dataMatrix.push_back(row);
    }

    int numColumns = columnNames.size();
    std::vector<std::vector<double>> resultMatrix(numColumns, std::vector<double>(numColumns));

    for (int i = 0; i < numColumns; i++) {
        for (int j = i; j < numColumns; j++) {
            if (i == j) {
                resultMatrix[i][j] = 1.0; // Diagonal elements are always 1
            } else {
                double mic = calcMIC(dataMatrix[i], dataMatrix[j]);
                resultMatrix[i][j] = mic;
                resultMatrix[j][i] = mic; // Assign symmetric values
            }
        }
    }

    // Write result matrix to output file
    for (int i = 0; i < numColumns; i++) {
        for (int j = 0; j < numColumns; j++) {
            outputFile << resultMatrix[i][j] << " ";
        }
        outputFile << std::endl;
    }

    inputFile.close();
    outputFile.close();

    std::cout << "MIC coefficients calculated and written to output.txt." << std::endl;

    return 0;
}

请将输入数据保存为input.txt文件,然后运行上述代码,输出结果将保存在output.txt文件中。其中,input.txt文件应该按照以下格式进行组织:

Column1 Column2 Column3 ...
1.0 2.0 3.0 ...
4.0 5.0 6.0 ...
...

每一行代表一组数据,第一行为列名,从第二行开始为数据矩阵。请将实际的数据替换为你的数据。

将下面的c++代码增加如下功能:读取带有行名和列名的数据矩阵然后用mine计算每列两两之间的mic系数最后输出结果为txt文件的对称矩阵

原文地址: https://www.cveoy.top/t/topic/inC3 著作权归作者所有。请勿转载和采集!

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