upload

@@ -37,10 +37,12 @@ __author__ = 'egaytan'
 def savescreen(output, dic, path):
   if output:
       DF.from_dict(dic).to_csv(path+'.csv', sep = "\t", index = True)
-def plotMax(yvalues, size):
+def maxPoint(yvalues):
     scorelist = list(yvalues)
-    maxscore = max(scorelist)
-    plt.plot(scorelist.index(maxscore), maxscore, markersize=size)
+    y = max(scorelist)
+    x = scorelist.index(y)
+    return(x,y)
+    #plt.plot(scorelist.index(maxscore), maxscore, markersize=size)
 
 ####################################################################################
 #                                   MAIN PROGRAM                                  #
@@ -94,7 +96,8 @@ if __name__ == '__main__':
     plt.rcParams.update()
     plt.grid()
     plt.plot(scoresTable['precision'],'co--', label='precision', linewidth=1, markersize=4)
-    plotMax(scoresTable['precision'], 8)
+    x,y = maxPoint(scoresTable['precision'])
+    plt.plot(x, y, markersize=10)   
     plt.plot(scoresTable['f1-score'], 'bo--', label='F1', linewidth=1, markersize=4)
     plt.plot(scoresTable['recall'], 'mo--', label='recall'  , linewidth=1, markersize=4)
     plt.plot(scoresTable['CV'], 'ro--', label='CV' , linewidth=1, markersize=4)