Corrected a bug in the one hot representation

maca_trans_parser/src/maca_tm_train.c

@@ -105,8 +105,8 @@ std::vector<Layer> create_layers_lemmatizer(unsigned int nb_inputs, unsigned int
 std::vector<Layer> create_layers_parser(unsigned int nb_inputs, unsigned int nb_classes)
 {
   std::vector<Layer> layers{
-    {nb_inputs, 500, 0.2, RELU},
-    {500, nb_classes, 0.0, LINEAR}
+    {nb_inputs, 100, 0.2, RELU},
+    {100, nb_classes, 0.0, LINEAR}
   };
 
   return layers;

perceptron/lib/src/feat_vec.c

@@ -187,6 +187,7 @@ void feat_vec_fill_input_array_dnn(std::vector<float> & input,
 
           input[index + value] = 1.0;
         }
+        index += feature_size;
         continue;
       }