MedPlot.h

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#ifndef __MED_PLOT_H__
#define __MED_PLOT_H__
 
#include <map>
#include <vector>
#include <string>
 
using namespace std;
 
extern string BaseResourcePath;
string float2Str(float num);
 
map<float, float> BuildHist(vector<float> featNums);
 
map<float, float> BuildAggeration(const vector<vector<float>> &vec_x, const vector<float> &y,
    float(*aggFunction)(const vector<float> &),
    float(*combineFeat)(const vector<float>&) = NULL);
 
void Build3Data(const vector<float> &x1, const vector<float> &x2,
    const vector<float> &y,
    float(*aggFunction)(const vector<float> &), vector<vector<float>> &data, int min_filter_cnt = 10);
 
void createHtmlGraph(const string &outPath, const vector<map<float, float>> &data, const string &title = "", const string &xName = "", const string &yName = "",
    const vector<string> &seriesNames = vector<string>(), int refreshTime = 0, 
    const string &chart_type = "scatter", const string &mode = "lines", const string &template_str = "");
 
void createScatterHtmlGraph(const string &outPath, const vector<vector<pair<float, float>>> &data, const string &title = "", 
    const string &xName = "", const string &yName = "", const vector<string> &seriesNames = vector<string>(), 
    int refreshTime = 0, const string &chart_type = "scatter", const string &mode = "markers", const string &template_str = "");
 
void createHtml3D(const string &outPath, const vector<vector<vector<float>>> &vec3d, const vector<string> &seriesNames,
    bool heatmap = true, const string &title = "", const string &xName = "x", const string &yName = "y", const string &zName = "z");
 
string createCsvFile(const map<float, float> &data);
 
string createCsvFile(const vector<vector<float>> &data, const vector<string> &headers);
 
void down_sample_graph(map<float, float> &points, int points_count = 10000);
extern vector<bool> empty_bool_arr;
void get_ROC_working_points(const vector<float> &preds, const vector<float> &y, const vector<float> &weights,
    vector<float> &pred_threshold, vector<float> &true_rate, vector<float> &false_rate, vector<float> &ppv, vector<float> &pr,
    const vector<bool> &indexes = empty_bool_arr);
void plotAUC(const vector<vector<float>> &all_preds, const vector<vector<float>> &y, const vector<vector<float>> &weights, const vector<string> &modelNames,
    string baseOut, bool print_y = true);
void plotAUC(const vector<vector<float>> &all_preds, const vector<float> &y, const vector<string> &modelNames,
    string baseOut, const vector<bool> &indexes = empty_bool_arr, const vector<float> *weights = NULL);
#endif