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Add roc-auc-ovr as score to b_main

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This commit is contained in:
Ricardo Montañana Gómez
2024-07-14 12:48:33 +02:00
parent 28f6a0d7a7
commit 2f2ed00ca1
11 changed files with 104 additions and 81 deletions
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9
src/reports/ReportConsole.cpp
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@@ -65,9 +65,9 @@ namespace platform {
maxHyper = std::max(maxHyper, (int)r["hyperparameters"].dump().size());
maxDataset = std::max(maxDataset, (int)r["dataset"].get<std::string>().size());
}
std::vector<std::string> header_labels = { " #", "Dataset", "Sampl.", "Feat.", "Cls", nodes_label, leaves_label, depth_label, "Score", "ROC-AUC ovr", "Time", "Hyperparameters" };
std::vector<std::string> header_labels = { " #", "Dataset", "Sampl.", "Feat.", "Cls", nodes_label, leaves_label, depth_label, "Score", "Time", "Hyperparameters" };
sheader << Colors::GREEN();
std::vector<int> header_lengths = { 3, maxDataset, 6, 5, 3, 9, 9, 9, 15, 15, 20, maxHyper };
std::vector<int> header_lengths = { 3, maxDataset, 6, 5, 3, 9, 9, 9, 15, 20, maxHyper };
for (int i = 0; i < header_labels.size(); i++) {
sheader << std::setw(header_lengths[i]) << std::left << header_labels[i] << " ";
}
@@ -99,7 +99,6 @@ namespace platform {
line << std::setw(8) << std::right << std::setprecision(6) << std::fixed << r["score"].get<double>() << "±" << std::setw(6) << std::setprecision(4) << std::fixed << r["score_std"].get<double>();
const std::string status = compareResult(r["dataset"].get<std::string>(), r["score"].get<double>());
line << status;
line << std::setw(8) << std::right << std::setprecision(6) << std::fixed << r["auc"].get<double>() << "±" << std::setw(6) << std::setprecision(4) << std::fixed << r["auc_std"].get<double>() << " ";
line << std::setw(12) << std::right << std::setprecision(6) << std::fixed << r["time"].get<double>() << "±" << std::setw(7) << std::setprecision(4) << std::fixed << r["time_std"].get<double>() << " ";
line << r["hyperparameters"].dump();
line << std::endl;
@@ -129,10 +128,6 @@ namespace platform {
vbody.push_back(line.str()); sbody << line.str();
line.str(""); line << headerLine(fVector("Test scores: ", lastResult["scores_test"], 14, 12));
vbody.push_back(line.str()); sbody << line.str();
line.str(""); line << headerLine(fVector("Train auc : ", lastResult["aucs_train"], 14, 12));
vbody.push_back(line.str()); sbody << line.str();
line.str(""); line << headerLine(fVector("Test auc : ", lastResult["aucs_test"], 14, 12));
vbody.push_back(line.str()); sbody << line.str();
line.str(""); line << headerLine(fVector("Train times: ", lastResult["times_train"], 10, 3));
vbody.push_back(line.str()); sbody << line.str();
line.str(""); line << headerLine(fVector("Test times: ", lastResult["times_test"], 10, 3));