#include #include #include "Paths.h" #include "Colors.h" #include "Datasets.h" using namespace std; const int BALANCE_LENGTH = 75; struct separated : numpunct { char do_decimal_point() const { return ','; } char do_thousands_sep() const { return '.'; } string do_grouping() const { return "\03"; } }; void outputBalance(const string& balance) { auto temp = string(balance); while (temp.size() > BALANCE_LENGTH - 1) { auto part = temp.substr(0, BALANCE_LENGTH); cout << part << endl; cout << setw(48) << " "; temp = temp.substr(BALANCE_LENGTH); } cout << temp << endl; } int main(int argc, char** argv) { auto data = platform::Datasets(false, platform::Paths::datasets()); locale mylocale(cout.getloc(), new separated); locale::global(mylocale); cout.imbue(mylocale); cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls. Balance" << endl; string balanceBars = string(BALANCE_LENGTH, '='); cout << "============================== ====== ===== === " << balanceBars << endl; bool odd = true; for (const auto& dataset : data.getNames()) { auto color = odd ? Colors::CYAN() : Colors::BLUE(); cout << color << setw(30) << left << dataset << " "; data.loadDataset(dataset); auto nSamples = data.getNSamples(dataset); cout << setw(6) << right << nSamples << " "; cout << setw(5) << right << data.getFeatures(dataset).size() << " "; cout << setw(3) << right << data.getNClasses(dataset) << " "; stringstream oss; string sep = ""; for (auto number : data.getClassesCounts(dataset)) { oss << sep << setprecision(2) << fixed << (float)number / nSamples * 100.0 << "% (" << number << ")"; sep = " / "; } outputBalance(oss.str()); odd = !odd; } cout << Colors::RESET() << endl; return 0; }