Various fixess and xor

resources/js/components/PerceptronSetup.vue

@@ -66,6 +66,15 @@ watch(selectedDatasetCopy, (newvalue) => {
     if (selectedDatasetCopy && selectedDatasetCopy.defaultMaxIterations !== undefined) {
         maxIterations.value = selectedDatasetCopy.defaultMaxIterations;
     }
+    // HiddenLayers
+    hiddenLayers.value = props.hiddenLayers;
+    if (selectedDatasetCopy && selectedDatasetCopy.defaultHiddenLayers !== undefined) {
+        hiddenLayers.value = selectedDatasetCopy.defaultHiddenLayers;
+    }
+    hiddenLayersNeurons.value = props.hiddenLayersNeurons;
+    if (selectedDatasetCopy && selectedDatasetCopy.defaultHiddenLayersNeurons !== undefined) {
+        hiddenLayersNeurons.value = selectedDatasetCopy.defaultHiddenLayersNeurons;
+    }
 })
 
 const trainingId  = ref<string>('');

resources/js/pages/PerceptronViewer.vue

@@ -140,6 +140,10 @@ function perceptronTrainingEnded(data: any) {
 }
 
 const activationFunction = ref<string>('');
+const isRegression = computed(
+    () => props.type === 'multilayer' && activationFunction.value === 'linear',
+);
+
 function perceptroninitialization(data: any) {
     console.log('Perceptron training initialized:', data);
     if (data.trainingId !== trainingId.value) {
@@ -216,7 +220,7 @@ function resetTraining() {
                     <PerceptronDecisionGraph
                         :cleanedDataset="cleanedDataset"
                         :iterations="iterations"
-                        :is-regression="activationFunction === 'linear'"
+                        :is-regression="isRegression"
                         :activation-function="
                             getActivationFunction(activationFunction)
                         "
@@ -225,7 +229,7 @@ function resetTraining() {
                 <div>
                     <PerceptronIterationsErrorsGraph
                         :iterations="iterations"
-                        :is-regression="activationFunction === 'linear'"
+                        :is-regression="isRegression"
                         v-if="iterations.length > 0"
                     />
                 </div>

resources/js/types/perceptron.ts

@@ -11,6 +11,8 @@ export type Dataset = {
     defaultLearningRate?: number;
     defaultMinError?: number;
     defaultMaxIterations?: number;
+    defaultHiddenLayers?: number;
+    defaultHiddenLayersNeurons?: number;
 };
 
 export type DatasetPoint = {