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analyze_auc_fast_.m
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analyze_auc_fast_.m
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% (c) 2015 Olga S. Sushkova, Alexei A. Morozov %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
fclose('all');
close('all');
clear('all');
clc;
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% addpath - óêàçûâàåò, ãäå èñêàòü ïîäïðîãðàììû (ôóíêöèè)
% cd - âîçâðàùàåò ïîëíûé ïóòü òåêóùåé äèðåêòîðèè
addpath([cd,'/m']);
addpath([cd,'/tables']);
% \\ èëè / íóæíî ïîñòàâèòü, óêàçûâàÿ ïóòü
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
FileName='Table_AUC';
dimension= 'Freq';
% dimension= 'Ampl';
% dimension= 'Durat'; %äàâíî íå èñïîëüçóåì
% dimension= 'Durat_in_Periods';
% dimension= 'Bandwidth';
load(...
FileName,...
'AUC',...'H_value',...'TimeHalfwidthValue',...
'MinFreq',...
'MaxFreq',...
'MinAmpl',...
'MaxAmpl',...
'MinDurat',...
'MaxDurat',...
'MinDurat_in_Periods',...
'MaxDurat_in_Periods',...
'MinBandwidth',...
'MaxBandwidth',...
'MinPhase',...
'MaxPhase',...
'MinTime',...
'MaxTime',...
'MinPsi0',...
'MaxPsi0',...
'Names',...'DirWithEDF_left',...
'CName'...
);
% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% for a=1:length(MinFreq), %ýòîò öèêë âêëþ÷àåò è âûêëþ÷àåò íèæ. òðåóã-ê ïî ÷àñòîòå
% CurrentMinFreq= MinFreq(a);
% for b=1:length(MaxFreq),
% CurrentMaxFreq= MaxFreq(b);
% if CurrentMinFreq >= CurrentMaxFreq,
% AUC(a,b)= NaN;
% end;
% end;
% end;
%%%
% for a=1:length(MinFreq), %ýòîò öèêë âêëþ÷àåò è âûêëþ÷àåò íèæ. òðåóã-ê ïî àìïëèòóäå
% CurrentMinFreq= MinFreq(a);
% for b=1:length(MaxFreq),
% CurrentMaxFreq= MaxFreq(b);
% for c=1:length(MinAmpl),
% CurrentMinAmpl= MinAmpl(c);
% for d=1:length(MaxAmpl),
% CurrentMaxAmpl= MaxAmpl(d);
% if CurrentMinAmpl >= CurrentMaxAmpl,
% AUC(a,b,c,d)= NaN;
% end;
% end;
% end;
% end;
% end;
% %%%
% for a=1:length(MinFreq), %ýòîò öèêë âêëþ÷àåò è âûêëþ÷àåò íèæ. òðåóã-ê ïî ïåðèîäàì
% CurrentMinFreq= MinFreq(a);
% for b=1:length(MaxFreq),
% CurrentMaxFreq= MaxFreq(b);
% for c=1:length(MinAmpl),
% CurrentMinAmpl= MinAmpl(c);
% for d=1:length(MaxAmpl),
% CurrentMaxAmpl= MaxAmpl(d);
% for e=1:length(MinDurat),
% CurrentMinDurat= MinDurat(e);
% for f=1:length(MaxDurat),
% CurrentMaxDurat= MaxDurat(f);
% for g=1:length(MinDurat_in_Periods),
% CurrentMinDurat_in_Periods= MinDurat_in_Periods(g);
% for h=1:length(MaxDurat_in_Periods),
% CurrentMaxDurat_in_Periods= MaxDurat_in_Periods(h);
% if CurrentMinDurat_in_Periods >= CurrentMaxDurat_in_Periods,
% AUC(a,b,c,d,e,f,g,h)= NaN;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
%%%
% for a=1:length(MinFreq), %ýòîò öèêë âêëþ÷àåò è âûêëþ÷àåò íèæ. òðåóã-ê ïî áàíä
% CurrentMinFreq= MinFreq(a);
% for b=1:length(MaxFreq),
% CurrentMaxFreq= MaxFreq(b);
% for c=1:length(MinAmpl),
% CurrentMinAmpl= MinAmpl(c);
% for d=1:length(MaxAmpl),
% CurrentMaxAmpl= MaxAmpl(d);
% for e=1:length(MinDurat),
% CurrentMinDurat= MinDurat(e);
% for f=1:length(MaxDurat),
% CurrentMaxDurat= MaxDurat(f);
% for g=1:length(MinDurat_in_Periods),
% CurrentMinDurat_in_Periods= MinDurat_in_Periods(g);
% for h=1:length(MaxDurat_in_Periods),
% CurrentMaxDurat_in_Periods= MaxDurat_in_Periods(h);
% for i=1:length(MinBandwidth),
% CurrentMinBandwidth= MinBandwidth(i);
% for j=1:length(MaxBandwidth),
% CurrentMaxBandwidth= MaxBandwidth(j);
% if CurrentMinBandwidth >= CurrentMaxBandwidth,
% AUC(a,b,c,d,e,f,g,h,i,j)= NaN;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% end;
% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::%
current_max= -Inf;
current_min= Inf;
for a=1:length(MinFreq),
CurrentMinFreq= MinFreq(a);
for b=1:length(MaxFreq),
CurrentMaxFreq= MaxFreq(b);
for c=1:length(MinAmpl),
CurrentMinAmpl= MinAmpl(c);
for d=1:length(MaxAmpl),
CurrentMaxAmpl= MaxAmpl(d);
%:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::%
for e=1:length(MinDurat),
CurrentMinDurat= MinDurat(e);
for f=1:length(MaxDurat),
CurrentMaxDurat= MaxDurat(f);
for g=1:length(MinDurat_in_Periods),
CurrentMinDurat_in_Periods= MinDurat_in_Periods(g);
for h=1:length(MaxDurat_in_Periods),
CurrentMaxDurat_in_Periods= MaxDurat_in_Periods(h);
for i=1:length(MinBandwidth),
CurrentMinBandwidth= MinBandwidth(i);
for j=1:length(MaxBandwidth),
CurrentMaxBandwidth= MaxBandwidth(j);
%:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::%
CurrentAUC= AUC(a,b,c,d,e,f,g,h,i,j);
if CurrentAUC > current_max,
current_max= CurrentAUC;
CurrentMinFreq_global_MAX= CurrentMinFreq;
CurrentMaxFreq_global_MAX= CurrentMaxFreq;
CurrentMinAmpl_global_MAX= CurrentMinAmpl;
CurrentMaxAmpl_global_MAX= CurrentMaxAmpl;
CurrentMinDurat_global_MAX= CurrentMinDurat;
CurrentMaxDurat_global_MAX= CurrentMaxDurat;
CurrentMinDurat_in_Periods_global_MAX= CurrentMinDurat_in_Periods;
CurrentMaxDurat_in_Periods_global_MAX= CurrentMaxDurat_in_Periods;
CurrentMinBandwidth_global_MAX= CurrentMinBandwidth;
CurrentMaxBandwidth_global_MAX= CurrentMaxBandwidth;
end;
if CurrentAUC < current_min,
current_min= CurrentAUC;
CurrentMinFreq_global_MIN= CurrentMinFreq;
CurrentMaxFreq_global_MIN= CurrentMaxFreq;
CurrentMinAmpl_global_MIN= CurrentMinAmpl;
CurrentMaxAmpl_global_MIN= CurrentMaxAmpl;
CurrentMinDurat_global_MIN= CurrentMinDurat;
CurrentMaxDurat_global_MIN= CurrentMaxDurat;
CurrentMinDurat_in_Periods_global_MIN= CurrentMinDurat_in_Periods;
CurrentMaxDurat_in_Periods_global_MIN= CurrentMaxDurat_in_Periods;
CurrentMinBandwidth_global_MIN= CurrentMinBandwidth;
CurrentMaxBandwidth_global_MIN= CurrentMaxBandwidth;
end;
%:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::%
end;
end;
end;
end;
end;
end;
%:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::%
end;
end;
end;
end;
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
disp(['MinFreq_MAX= ', num2str(CurrentMinFreq_global_MAX)]);
disp(['MaxFreq_MAX= ', num2str(CurrentMaxFreq_global_MAX)]);
disp(['MinAmpl_MAX= ', num2str(CurrentMinAmpl_global_MAX)]);
disp(['MaxAmpl_MAX= ', num2str(CurrentMaxAmpl_global_MAX)]);
disp(['MinDurat_MAX= ', num2str(CurrentMinDurat_global_MAX)]);
disp(['MaxDurat_MAX= ', num2str(CurrentMaxDurat_global_MAX)]);
disp(['MinDurat_in_Periods_MAX= ', num2str(CurrentMinDurat_in_Periods_global_MAX)]);
disp(['MaxDurat_in_Periods_MAX= ', num2str(CurrentMaxDurat_in_Periods_global_MAX)]);
disp(['MinBandwidth_MAX= ', num2str(CurrentMinBandwidth_global_MAX)]);
disp(['MaxBandwidth_MAX= ', num2str(CurrentMaxBandwidth_global_MAX)]);
disp(['CurrentMax= ', num2str(current_max)]);
disp(['MinFreq_MIN= ', num2str(CurrentMinFreq_global_MIN)]);
disp(['MaxFreq_MIN= ', num2str(CurrentMaxFreq_global_MIN)]);
disp(['MinAmpl_MIN= ', num2str(CurrentMinAmpl_global_MIN)]);
disp(['MaxAmpl_MIN= ', num2str(CurrentMaxAmpl_global_MIN)]);
disp(['MinDurat_MIN= ', num2str(CurrentMinDurat_global_MIN)]);
disp(['MaxDurat_MIN= ', num2str(CurrentMaxDurat_global_MIN)]);
disp(['MinDurat_in_Periods_MIN= ', num2str(CurrentMinDurat_in_Periods_global_MIN)]);
disp(['MaxDurat_in_Periods_MIN= ', num2str(CurrentMaxDurat_in_Periods_global_MIN)]);
disp(['MinBandwidth_MIN= ', num2str(CurrentMinBandwidth_global_MIN)]);
disp(['MaxBandwidth_MIN= ', num2str(CurrentMaxBandwidth_global_MIN)]);
disp(['CurrentMin= ', num2str(current_min)]);
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
plot_surfes_fast_(...
MinFreq,...
MaxFreq,...
MinAmpl,...
MaxAmpl,...
MinDurat,...
MaxDurat,...
MinDurat_in_Periods,...
MaxDurat_in_Periods,...
MinBandwidth,...
MaxBandwidth,...
Names,...DirWithEDF_left,...
AUC,...H_value,...TimeHalfwidthValue,...
dimension);
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%