Complete reporconsole with classification report
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@@ -135,7 +135,7 @@ namespace platform {
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sbody << std::string(MAXL, '*') << Colors::RESET() << std::endl;
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sbody << std::string(MAXL, '*') << Colors::RESET() << std::endl;
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vbody.push_back(std::string(MAXL, '*') + Colors::RESET() + "\n");
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vbody.push_back(std::string(MAXL, '*') + Colors::RESET() + "\n");
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if (data["results"].size() == 1 || selectedIndex != -1) {
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if (data["results"].size() == 1 || selectedIndex != -1) {
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vbody.push_back(showClassificationReport(Colors::BLUE()));
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vbody.push_back(buildClassificationReport(lastResult, Colors::BLUE()));
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}
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}
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}
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}
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void ReportConsole::showSummary()
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void ReportConsole::showSummary()
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@@ -168,34 +168,31 @@ namespace platform {
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std::cout << headerLine("*** Best Results File not found. Couldn't compare any result!");
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std::cout << headerLine("*** Best Results File not found. Couldn't compare any result!");
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}
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}
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}
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}
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Scores ReportConsole::aggregateScore(std::string key)
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Scores ReportConsole::aggregateScore(json& result, std::string key)
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{
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{
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auto lastResult = data["results"][0];
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auto scores = Scores(result[key][0]);
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auto item = data["results"][0];
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for (int i = 1; i < result[key].size(); i++) {
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auto scores = Scores(item[key][0]);
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auto score = Scores(result[key][i]);
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for (int i = 1; i < item[key].size(); i++) {
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auto score = Scores(item[key][i]);
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scores.aggregate(score);
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scores.aggregate(score);
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}
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}
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return scores;
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return scores;
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}
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}
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std::string ReportConsole::showClassificationReport(std::string color)
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std::string ReportConsole::buildClassificationReport(json& result, std::string color)
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{
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{
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std::stringstream oss;
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std::stringstream oss;
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auto result = data["results"][0];
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if (result.find("confusion_matrices") == result.end())
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if (result.find("confusion_matrices") == result.end())
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return "";
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return "";
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bool second_header = false;
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bool second_header = false;
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int lines_header = 0;
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int lines_header = 0;
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std::string color_line;
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std::string color_line;
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std::string suffix = "";
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std::string suffix = "";
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auto scores = aggregateScore("confusion_matrices");
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auto scores = aggregateScore(result, "confusion_matrices");
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auto output_test = scores.classification_report(color, "Test");
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auto output_test = scores.classification_report(color, "Test");
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int maxLine = (*std::max_element(output_test.begin(), output_test.end(), [](const std::string& a, const std::string& b) { return a.size() < b.size(); })).size();
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int maxLine = (*std::max_element(output_test.begin(), output_test.end(), [](const std::string& a, const std::string& b) { return a.size() < b.size(); })).size();
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bool train_data = result.find("confusion_matrices_train") != result.end();
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bool train_data = result.find("confusion_matrices_train") != result.end();
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std::vector<std::string> output_train;
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std::vector<std::string> output_train;
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if (train_data) {
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if (train_data) {
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auto scores_train = aggregateScore("confusion_matrices_train");
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auto scores_train = aggregateScore(result, "confusion_matrices_train");
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output_train = scores_train.classification_report(color, "Train");
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output_train = scores_train.classification_report(color, "Train");
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}
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}
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oss << Colors::BLUE();
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oss << Colors::BLUE();
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@@ -224,4 +221,12 @@ namespace platform {
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oss << Colors::RESET();
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oss << Colors::RESET();
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return oss.str();
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return oss.str();
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}
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}
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std::string ReportConsole::showClassificationReport(std::string color)
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{
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std::stringstream oss;
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for (auto& result : data["results"]) {
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oss << buildClassificationReport(result, color);
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}
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return oss.str();
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}
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}
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}
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@@ -20,13 +20,14 @@ namespace platform {
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private:
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private:
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int selectedIndex;
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int selectedIndex;
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std::string headerLine(const std::string& text, int utf);
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std::string headerLine(const std::string& text, int utf);
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std::string buildClassificationReport(json& result, std::string color);
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void header() override;
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void header() override;
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void do_header();
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void do_header();
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void body() override;
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void body() override;
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void do_body();
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void do_body();
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void footer(double totalScore);
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void footer(double totalScore);
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void showSummary() override;
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void showSummary() override;
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Scores aggregateScore(std::string key);
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Scores aggregateScore(json& result, std::string key);
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std::stringstream sheader;
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std::stringstream sheader;
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std::stringstream sbody;
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std::stringstream sbody;
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std::vector<std::string> vbody;
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std::vector<std::string> vbody;
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