Add colors and enhace input control
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@@ -33,7 +33,7 @@ namespace platform {
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}
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void Report::header()
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{
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cout << string(MAXL, '*') << endl;
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cout << Colors::MAGENTA() << string(MAXL, '*') << endl;
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cout << headerLine("Report " + data["model"].get<string>() + " ver. " + data["version"].get<string>() + " with " + to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) + " random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>());
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cout << headerLine(data["title"].get<string>());
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cout << headerLine("Random seeds: " + fromVector("seeds") + " Stratified: " + (data["stratified"].get<bool>() ? "True" : "False"));
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@@ -44,24 +44,32 @@ namespace platform {
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}
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void Report::body()
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{
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cout << "Dataset Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << endl;
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cout << "============================== ====== ===== === ======= ======= ======= =============== ================= ===============" << endl;
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cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << endl;
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cout << "============================== ====== ===== === ======= ======= ======= =============== ================== ===============" << endl;
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json lastResult;
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totalScore = 0;
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bool odd = true;
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for (const auto& r : data["results"]) {
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cout << setw(30) << left << r["dataset"].get<string>() << " ";
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auto color = odd ? Colors::CYAN() : Colors::BLUE();
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cout << color << setw(30) << left << r["dataset"].get<string>() << " ";
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cout << setw(6) << right << r["samples"].get<int>() << " ";
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cout << setw(5) << right << r["features"].get<int>() << " ";
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cout << setw(3) << right << r["classes"].get<int>() << " ";
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cout << setw(7) << setprecision(2) << fixed << r["nodes"].get<float>() << " ";
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cout << setw(7) << setprecision(2) << fixed << r["leaves"].get<float>() << " ";
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cout << setw(7) << setprecision(2) << fixed << r["depth"].get<float>() << " ";
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cout << setw(8) << right << setprecision(6) << fixed << r["score_test"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["score_test_std"].get<double>() << " ";
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cout << setw(10) << right << setprecision(6) << fixed << r["test_time"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["test_time_std"].get<double>() << " ";
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cout << " " << r["hyperparameters"].get<string>();
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cout << setw(8) << right << setprecision(6) << fixed << r["score"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["score_std"].get<double>() << " ";
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cout << setw(11) << right << setprecision(6) << fixed << r["time"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["time_std"].get<double>() << " ";
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try {
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cout << r["hyperparameters"].get<string>();
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}
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catch (const exception& err) {
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cout << r["hyperparameters"];
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}
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cout << endl;
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lastResult = r;
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totalScore += r["score_test"].get<double>();
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totalScore += r["score"].get<double>();
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odd = !odd;
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}
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if (data["results"].size() == 1) {
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cout << string(MAXL, '*') << endl;
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@@ -74,12 +82,12 @@ namespace platform {
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}
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void Report::footer()
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{
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cout << string(MAXL, '*') << endl;
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cout << Colors::MAGENTA() << string(MAXL, '*') << endl;
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auto score = data["score_name"].get<string>();
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if (score == BestResult::scoreName()) {
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cout << headerLine(score + " compared to " + BestResult::title() + " .: " + to_string(totalScore / BestResult::score()));
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}
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cout << string(MAXL, '*') << endl;
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cout << string(MAXL, '*') << endl << Colors::RESET();
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}
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}
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