Presentation.hpp File Reference

Model statistics, variable importance serialization, and formatted terminal display for confusion matrices and VI tables. More...

#include "io/EvaluateResult.hpp"
#include "io/Output.hpp"
#include "models/Evaluation.hpp"
#include "stats/ConfusionMatrix.hpp"
#include "stats/Metrics.hpp"
#include <nlohmann/json.hpp>

Go to the source code of this file.

Classes
struct	ppforest2::io::ConfigDisplayHints
	Optional display hints for print_configuration. More...

Namespaces
namespace	ppforest2
	Binarization strategies for multiclass-to-binary reduction.
namespace	ppforest2::io

Functions
void	ppforest2::io::print_configuration (Output &out, nlohmann::json const &config, ConfigDisplayHints const &hints={})
	Print model configuration table from a JSON config object.
void	ppforest2::io::print_confusion_matrix (Output &out, stats::ConfusionMatrix const &cm, std::string const &title="Confusion Matrix", types::Names const &group_names={})
	Print a formatted confusion matrix to stdout.
void	ppforest2::io::print_data_summary (Output &out, nlohmann::json const &meta)
	Print a data summary table from a JSON meta object.
void	ppforest2::io::print_metrics_block (Output &out, stats::ClassificationMetrics const &cm, std::string const &label, types::Names const &group_names={})
	Print a labeled metrics block — error rate + confusion matrix for classification, MSE + regression metrics for regression.
void	ppforest2::io::print_metrics_block (Output &out, stats::ClassificationMetrics const &m, types::Names const &group_names={})
	Print a labeled metrics block — error rate + confusion matrix for classification, MSE + regression metrics for regression.
void	ppforest2::io::print_metrics_block (Output &out, stats::Metrics const &m, types::Names const &group_names={})
void	ppforest2::io::print_metrics_block (Output &out, stats::Metrics const &metrics, std::string const &label, types::Names const &group_names={})
void	ppforest2::io::print_metrics_block (Output &out, stats::RegressionMetrics const &m, types::Names const &group_names={})
void	ppforest2::io::print_metrics_block (Output &out, stats::RegressionMetrics const &rm, std::string const &label, types::Names const &group_names={})
void	ppforest2::io::print_regression_metrics (Output &out, stats::RegressionMetrics const &rm, std::string const &title="Regression Metrics")
	Print regression metrics to stdout.
void	ppforest2::io::print_results (Output &out, ModelStats const &stats)
	Print evaluation results (timing, errors, memory) to stdout.
void	ppforest2::io::print_summary (Output &out, nlohmann::json const &model_data, ConfigDisplayHints const &hints={})
	Display a full model summary from its JSON representation.
void	ppforest2::io::print_variable_importance (Output &out, VariableImportance const &vi, types::Names const &feature_names={}, int max_rows=20)
	Print a ranked variable importance table to stdout.

Detailed Description

Model statistics, variable importance serialization, and formatted terminal display for confusion matrices and VI tables.