From 355d4b6f2b2bfe6037533253d8d3e8428d59d992 Mon Sep 17 00:00:00 2001
From: TAMARA JERINIC <tamara.jerinic@gmail.com>
Date: Thu, 31 Mar 2022 13:55:39 +0200
Subject: Dodat je automatski izbor metrika.

---
 .../app/_pages/add-model/add-model.component.ts    | 25 +++++++++++++++++-----
 1 file changed, 20 insertions(+), 5 deletions(-)

(limited to 'frontend/src/app/_pages/add-model/add-model.component.ts')

diff --git a/frontend/src/app/_pages/add-model/add-model.component.ts b/frontend/src/app/_pages/add-model/add-model.component.ts
index 4428c8c6..a1d36b42 100644
--- a/frontend/src/app/_pages/add-model/add-model.component.ts
+++ b/frontend/src/app/_pages/add-model/add-model.component.ts
@@ -1,6 +1,6 @@
 import { Component, OnInit, ViewChild } from '@angular/core';
 import Model, { LossFunctionBinaryClassification, LossFunctionMultiClassification, LossFunctionRegression, NullValReplacer, ReplaceWith } from 'src/app/_data/Model';
-import { ProblemType, Encoding, ActivationFunction, LossFunction, Optimizer, NullValueOptions } from 'src/app/_data/Model';
+import { ProblemType, Encoding, ActivationFunction, LossFunction, Optimizer, NullValueOptions,Metrics,MetricsRegression , MetricsBinaryClassification,MetricsMultiClassification} from 'src/app/_data/Model';
 import { DatasetLoadComponent } from 'src/app/_elements/dataset-load/dataset-load.component';
 import { ModelsService } from 'src/app/_services/models.service';
 import shared from 'src/app/Shared';
@@ -10,6 +10,7 @@ import { DatasetsService } from 'src/app/_services/datasets.service';
 import { NgxCsvParser } from 'ngx-csv-parser';
 import { CsvParseService } from 'src/app/_services/csv-parse.service';
 
+
 @Component({
   selector: 'app-add-model',
   templateUrl: './add-model.component.html',
@@ -27,7 +28,7 @@ export class AddModelComponent implements OnInit {
   ProblemType = ProblemType;
   Encoding = Encoding;
   ActivationFunction = ActivationFunction;
-  activationFunction:any=ActivationFunction
+  metrics:any=Metrics;
   LossFunction = LossFunction;
   lossFunction : any = LossFunction;
   Optimizer = Optimizer;
@@ -54,7 +55,7 @@ export class AddModelComponent implements OnInit {
   term: string = "";
 
   selectedProblemType:string='';
-  
+  selectedMetrics=[];
 
   constructor(private models: ModelsService, private datasets: DatasetsService, private csv: CsvParseService) {
     this.newModel = new Model();
@@ -108,6 +109,7 @@ export class AddModelComponent implements OnInit {
 
     this.getCheckedInputCols();
     this.getCheckedOutputCol();
+    this.getMetrics();
 
     if (this.validationInputsOutput()) {
       console.log('ADD MODEL: STEP 1 - UPLOAD FILE');
@@ -155,7 +157,7 @@ export class AddModelComponent implements OnInit {
     if (this.selectedDataset) { //dataset je izabran
       this.getCheckedInputCols();
       this.getCheckedOutputCol();
-
+      this.getMetrics();
       if (this.validationInputsOutput()) {
         this.newModel.datasetId = this.selectedDataset._id;
 
@@ -473,17 +475,30 @@ export class AddModelComponent implements OnInit {
     switch(this.problemtype){
       case 'regresioni':
         this.lossFunction=LossFunctionRegression;
+        this.metrics=MetricsRegression;
         break;
       case 'binarni-klasifikacioni':
         this.lossFunction=LossFunctionBinaryClassification;
+        this.metrics=MetricsBinaryClassification;
         break;
       case 'multi-klasifikacioni':
         this.lossFunction=LossFunctionMultiClassification;
+        this.metrics=MetricsMultiClassification;
       break;
       default:
         break;
     }
   }
 
-  
+  getMetrics() {
+    this.newModel.metrics=[];
+    let cb = document.getElementsByName("cbmetrics");
+
+    for (let i = 0; i < cb.length; i++) {
+      let chb = <HTMLInputElement>cb[i];
+      if (chb.checked == true)
+        this.newModel.metrics.push(chb.value);
+    }
+   
+  }
 }
-- 
cgit v1.2.3