new things

web/modules/custom/ufc/src/Controller/FightTrainingController.php

@@ -184,23 +184,47 @@ class FightTrainingController extends ControllerBase {
    *  This needs to be between 0-1
    */
   private function normalizeData(array $data): array {
+    // @todo - this creates an issue where duration of fight is the largest number which isnt really correct
+    // and smaller duration would be better
+    //
     $min = min(array_values($data));
     $max = max(array_values($data));
     $normalized = [];
     foreach ($data as $key => $value) {
-      $norm_val = 0;
-      if ($max - $min == 0) {
-        $normalized[$key] = $norm_val;
-      }
-      else {
-        $norm_val = ($value - $min) / ($max - $min);
-        $normalized[$key] = $norm_val;
-      }
+
+      $value = (float) $value;
+      $normalized[$key] = $this->convertToDecimal($value);
+      /* $norm_val = 0; */
+      /* if ($max - $min == 0) { */
+      /*   $normalized[$key] = $norm_val; */
+      /* } */
+      /* else { */
+      /*   $norm_val = ($value - $min) / ($max - $min); */
+      /*   $normalized[$key] = $norm_val; */
+      /* } */
     }
 
     return $normalized;
   }
 
+  public function convertToDecimal(float $input) {
+    $output = 0;
+    if ($input > 0 && $input <= 1) {
+       $output = $input / 100;
+    }
+    elseif ($input > 1 && $input < 10) {
+      $output = $input / 100;
+    }
+    elseif ($input > 10 && $input < 100) {
+      $output = $input / 1000;
+    }
+    elseif ($input > 100 && $input < 1000) {
+      $output = $input / 10000;
+    }
+
+    return $output;
+  }
+
   /**
    * Gets the trained neural network.
    */