From 2c75cea0ef88d9db56e30b31470edb1bcc437350 Mon Sep 17 00:00:00 2001 From: Sonja Galovic Date: Thu, 19 May 2022 12:55:33 +0200 Subject: Popravljena numeracija redova kod stranicenja u column-table. Dodat submit na enter gde je falio. Css izmene. --- .../column-table/column-table.component.css | 2 +- .../column-table/column-table.component.html | 4 ++-- .../_modals/alert-dialog/alert-dialog.component.html | 16 ++++++++-------- .../_modals/alert-dialog/alert-dialog.component.ts | 6 ++++-- .../encoding-dialog/encoding-dialog.component.html | 20 +++++++++++--------- .../yes-no-dialog/yes-no-dialog.component.html | 8 +++++--- .../_modals/yes-no-dialog/yes-no-dialog.component.ts | 9 ++++++--- 7 files changed, 37 insertions(+), 28 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/column-table/column-table.component.css b/frontend/src/app/_elements/column-table/column-table.component.css index f7f07e62..311773f7 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.css +++ b/frontend/src/app/_elements/column-table/column-table.component.css @@ -22,7 +22,7 @@ table.fixed td { table.fixed th { overflow: hidden; - max-width: 120px; + max-width: 250px; min-width: 120px; vertical-align: middle; background-color: var(--ns-primary-50); diff --git a/frontend/src/app/_elements/column-table/column-table.component.html b/frontend/src/app/_elements/column-table/column-table.component.html index 31c32dfd..bb5914bd 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.html +++ b/frontend/src/app/_elements/column-table/column-table.component.html @@ -35,7 +35,7 @@ - #{{i}} + #{{((this.begin/10)+1)*10-10+i+1}}
{{col}} @@ -200,7 +200,7 @@
- Nema null vrednosti. + Nema nedostajućih vrednosti.
diff --git a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html index 2d7e4d86..84793260 100644 --- a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html +++ b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.html @@ -1,9 +1,9 @@ - - -

{{data.title}}

-
- {{data.message}} -
-
+

{{data.title}}

+
+
+ {{data.message}} +
+
+
-
\ No newline at end of file +
\ No newline at end of file diff --git a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts index e15f3c6f..7558b527 100644 --- a/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts +++ b/frontend/src/app/_modals/alert-dialog/alert-dialog.component.ts @@ -20,9 +20,11 @@ export class AlertDialogComponent { //public dialog: MatDialog ) {} + withEnterKey(keyboardEvent: KeyboardEvent) { + if (keyboardEvent.code == "Enter" || keyboardEvent.code == "NumpadEnter") + this.onOkClick(); + } onOkClick(): void { this.dialogRef.close(); } - - } diff --git a/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html b/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html index 08c1f26b..fed8f8d7 100644 --- a/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html +++ b/frontend/src/app/_modals/encoding-dialog/encoding-dialog.component.html @@ -1,15 +1,17 @@

Enkodiranje svih kolona

Sve izabrane kolone biće enkodirane metodom:

-
- - - - {{ optionName }} - - - -
+
+
+ + + + {{ optionName }} + + + +
+
diff --git a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html index 06e74093..77e7be42 100644 --- a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html +++ b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.html @@ -1,8 +1,10 @@

{{data.title}}

- {{data.message}} +
+ {{data.message}} +
- - + +
\ No newline at end of file diff --git a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts index de1cdd4f..a7db1e7f 100644 --- a/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts +++ b/frontend/src/app/_modals/yes-no-dialog/yes-no-dialog.component.ts @@ -24,10 +24,13 @@ export class YesNoDialogComponent { onNoClick(): void { this.dialogRef.close(); } - onYesClick():void{ + + withEnterKey(keyboardEvent: KeyboardEvent) { + if (keyboardEvent.code == "Enter" || keyboardEvent.code == "NumpadEnter") + this.onYesClick(); + } + onYesClick():void { this.data.yesFunction(); this.dialogRef.close(); } - - } -- cgit v1.2.3 From c2aa2abb6c4c6fa65d16812e7858f6ddf8034384 Mon Sep 17 00:00:00 2001 From: Ognjen Cirkovic Date: Thu, 19 May 2022 13:08:53 +0200 Subject: Popravljen text overflow na stepper navbaru. --- .../app/_pages/experiment/experiment.component.css | 8 ++++++- .../_pages/experiment/experiment.component.html | 26 +++++++++++----------- 2 files changed, 20 insertions(+), 14 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_pages/experiment/experiment.component.css b/frontend/src/app/_pages/experiment/experiment.component.css index 2298ae48..4f5b3d89 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.css +++ b/frontend/src/app/_pages/experiment/experiment.component.css @@ -66,4 +66,10 @@ mat-stepper { .text-overflow { overflow-wrap: break-word; -} \ No newline at end of file + width: 170px; + display: inline-block; + text-align: left; +} +.text-overflow-experiment-name{ + overflow-wrap: break-word; +} diff --git a/frontend/src/app/_pages/experiment/experiment.component.html b/frontend/src/app/_pages/experiment/experiment.component.html index 8f462f86..e807dd06 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.html +++ b/frontend/src/app/_pages/experiment/experiment.component.html @@ -2,10 +2,10 @@
-
+
Novi Eksperiment
-
+
{{experiment.name}}
@@ -14,37 +14,37 @@ - Izvor podataka - {{dataset.name}} + Izvor podataka + {{dataset.name}} -

Izaberite izvor podataka

+

Izaberite izvor podataka

 - Predvideti:{{experiment.outputColumn}} + Predvideti:{{experiment.outputColumn}} lock - Odabir kolona + Odabir kolona -

Pripremite podatke i izaberite izlazne kolone

+

Pripremite podatke i izaberite izlazne kolone

 lock - {{modelToTrain.name}} - Treniranje + {{modelToTrain.name}} + Treniranje -

Odaberite parametre i trenirajte model

+

Odaberite parametre i trenirajte model

 lock - Pregled rezultata
treniranja + Pregled rezultata
treniranja -

Pregledajte tok treniranja i
grafički prikaz rezultata

+

Pregledajte tok treniranja i
grafički prikaz rezultata
-- cgit v1.2.3 From 458af9d89bf65fc2b7e727e49278fb2b9f7169fa Mon Sep 17 00:00:00 2001 From: Ognjen Cirkovic Date: Thu, 19 May 2022 13:13:21 +0200 Subject: Popravljena pozicija dugmica da download i delete dataseta. --- frontend/src/app/_elements/folder/folder.component.css | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/folder/folder.component.css b/frontend/src/app/_elements/folder/folder.component.css index 1a1e70ec..9e7644b6 100644 --- a/frontend/src/app/_elements/folder/folder.component.css +++ b/frontend/src/app/_elements/folder/folder.component.css @@ -182,7 +182,7 @@ .file-bottom-buttons { position: absolute; - bottom: 15px; + bottom: 5px; right: 4%; display: flex; flex-direction: row-reverse; -- cgit v1.2.3 From 84e02f0e7d895fe265be46e2f120076f92e3113f Mon Sep 17 00:00:00 2001 From: Sonja Galovic Date: Thu, 19 May 2022 14:01:06 +0200 Subject: Ispravljen bag kod steppera (nije se ucitavao 3. korak kad se udje na exp iz kolekcije) i bag za updatePieChart pri ucitavanju eskperiment strane. --- frontend/src/app/_elements/column-table/column-table.component.ts | 4 +--- frontend/src/app/_pages/experiment/experiment.component.ts | 2 +- frontend/src/app/app-routing.module.ts | 3 ++- 3 files changed, 4 insertions(+), 5 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/column-table/column-table.component.ts b/frontend/src/app/_elements/column-table/column-table.component.ts index ad78feaf..27bb608f 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.ts +++ b/frontend/src/app/_elements/column-table/column-table.component.ts @@ -131,6 +131,7 @@ export class ColumnTableComponent implements AfterViewInit { } else { this.dataset = dataset; + this.experimentChanged.emit(); this.columnsChecked = []; this.dataset.columnInfo.forEach(column => { if (this.experiment.inputColumns.find(x => x == column.columnName) != undefined) @@ -157,9 +158,6 @@ export class ColumnTableComponent implements AfterViewInit { this.resetPagging(); this.loadData(); this.loaded = true; - - this.updateCharts(); - this.updatePieChart(); } loadData(){ diff --git a/frontend/src/app/_pages/experiment/experiment.component.ts b/frontend/src/app/_pages/experiment/experiment.component.ts index 22894131..6c8e96b3 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.ts +++ b/frontend/src/app/_pages/experiment/experiment.component.ts @@ -57,7 +57,7 @@ export class ExperimentComponent implements AfterViewInit, OnInit { this.dataset = response; this.folderDataset.forExperiment = this.experiment; this.folderDataset.selectFile(this.dataset); //sad 3. i 4. korak da se ucitaju - + //this.predictorsService.getPredictor(predictorId!).subscribe((response) => { let predictor = response; //this.modelsService.getModelById(predictor.modelId).subscribe((response) => { diff --git a/frontend/src/app/app-routing.module.ts b/frontend/src/app/app-routing.module.ts index 8c60a666..56442842 100644 --- a/frontend/src/app/app-routing.module.ts +++ b/frontend/src/app/app-routing.module.ts @@ -18,7 +18,8 @@ const routes: Routes = [ { path: 'archive', component: ArchiveComponent, data: { title: 'Arhiva' } }, { path: 'profile', component: ProfileComponent, canActivate: [AuthGuardService], data: { title: 'Profil' } }, { path: 'playground', component: PlaygroundComponent, data: { title: 'Zabava' } }, - { path: 'test', component: TestComponent, data: { title: 'Test' } } + { path: 'test', component: TestComponent, data: { title: 'Test' } }, + { path: '**', redirectTo: '' } ]; @NgModule({ -- cgit v1.2.3 From 529394dd526811e059dfb5f8f76597ffd90b2fea Mon Sep 17 00:00:00 2001 From: Sonja Galovic Date: Thu, 19 May 2022 15:21:11 +0200 Subject: Sredjen bag preklapanja prozora na eksperiment strani. Sklonjen misteriozni skroler u missingValuesDialog-u. --- frontend/src/app/_elements/column-table/column-table.component.ts | 3 ++- .../_modals/missingvalues-dialog/missingvalues-dialog.component.css | 4 ++++ frontend/src/app/_pages/experiment/experiment.component.css | 6 ++++-- 3 files changed, 10 insertions(+), 3 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/column-table/column-table.component.ts b/frontend/src/app/_elements/column-table/column-table.component.ts index 27bb608f..f40167ad 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.ts +++ b/frontend/src/app/_elements/column-table/column-table.component.ts @@ -334,7 +334,8 @@ export class ColumnTableComponent implements AfterViewInit { } openMissingValuesDialog() { const dialogRef = this.dialog.open(MissingvaluesDialogComponent, { - width: '500px' + width: '500px', + panelClass: 'custom-modalbox' }); dialogRef.afterClosed().subscribe(selectedMissingValuesOption => { if (selectedMissingValuesOption != undefined) diff --git a/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css b/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css index e99a1e1e..64d7bd21 100644 --- a/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css +++ b/frontend/src/app/_modals/missingvalues-dialog/missingvalues-dialog.component.css @@ -5,4 +5,8 @@ #btnNo { color: gray; +} + +::ng-deep.mat-dialog-content { + overflow: visible; } \ No newline at end of file diff --git a/frontend/src/app/_pages/experiment/experiment.component.css b/frontend/src/app/_pages/experiment/experiment.component.css index 4f5b3d89..a8bc1248 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.css +++ b/frontend/src/app/_pages/experiment/experiment.component.css @@ -48,6 +48,7 @@ mat-stepper { flex-direction: row; justify-content: center; align-items: center; + margin-bottom: 100px; } .step-content-inside { @@ -70,6 +71,7 @@ mat-stepper { display: inline-block; text-align: left; } -.text-overflow-experiment-name{ + +.text-overflow-experiment-name { overflow-wrap: break-word; -} +} \ No newline at end of file -- cgit v1.2.3 From dce16507a0e8219f1bb04a2ec9a0afad521fac47 Mon Sep 17 00:00:00 2001 From: TAMARA JERINIC Date: Thu, 19 May 2022 17:14:46 +0200 Subject: Izmenjen prediktor i omogućeno čuvanje metrika. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- backend/api/api/Models/Predictor.cs | 26 ++++++++++++++------ backend/api/api/Program.cs | 2 +- backend/api/api/appsettings.json | 7 +++--- backend/microservice/api/controller.py | 33 +++++++++++++++++++------ backend/microservice/api/newmlservice.py | 41 +++++++++++++------------------- frontend/src/app/_data/Model.ts | 4 ++-- 6 files changed, 68 insertions(+), 45 deletions(-) (limited to 'frontend') diff --git a/backend/api/api/Models/Predictor.cs b/backend/api/api/Models/Predictor.cs index bfe95a0f..95dd3a23 100644 --- a/backend/api/api/Models/Predictor.cs +++ b/backend/api/api/Models/Predictor.cs @@ -14,19 +14,31 @@ namespace api.Models public string output { get; set; } public bool isPublic { get; set; } public bool accessibleByLink { get; set; } - public DateTime dateCreated { get; set; } + //public DateTime dateCreated { get; set; } public string experimentId { get; set; } public string modelId { get; set; } public string h5FileId { get; set; } - public Metric[] metrics { get; set; } - public Metric[] finalMetrics { get; set; } - } - public class Metric + //public Metric[] metrics { get; set; } + + public float[] metricsLoss { get; set; } + public float[] metricsValLoss { get; set; } + public float[] metricsAcc { get; set; } + public float[] metricsValAcc { get; set; } + public float[] metricsMae { get; set; } + + public float[] metricsValMae { get; set; } + + public float[] metricsMse { get; set; } + public float[] metricsValMse { get; set; } + //public Metric[] finalMetrics { get; set; } + } + + /*public class Metric { string Name { get; set; } string JsonValue { get; set; } - } - + }*/ + } \ No newline at end of file diff --git a/backend/api/api/Program.cs b/backend/api/api/Program.cs index cf64d58d..5977e843 100644 --- a/backend/api/api/Program.cs +++ b/backend/api/api/Program.cs @@ -37,7 +37,7 @@ builder.Services.AddScoped(); builder.Services.AddScoped(); builder.Services.AddScoped(); builder.Services.AddHostedService(); -builder.Services.AddHostedService(); +//builder.Services.AddHostedService(); //Ml Api Ip Filter builder.Services.AddScoped(container => diff --git a/backend/api/api/appsettings.json b/backend/api/api/appsettings.json index 44d63ac3..77708086 100644 --- a/backend/api/api/appsettings.json +++ b/backend/api/api/appsettings.json @@ -16,15 +16,16 @@ "UserStoreDatabaseSettings": { /* LocalHost*/ - /*"ConnectionString": "mongodb://127.0.0.1:27017/", + "ConnectionString": "mongodb://127.0.0.1:27017/", "DatabaseName": "si_project", "CollectionName": "users", "DatasetCollectionName": "Dataset", "ModelCollectionName": "Model", "PredictorCollectionName": "Predictor", "FilesCollectionName": "Files", - "ExperimentCollectionName": "Experiment"*/ + "ExperimentCollectionName": "Experiment" + /* "ConnectionString": "mongodb+srv://si_user:si_user@sidatabase.twtfm.mongodb.net/myFirstDatabase?retryWrites=true&w=majority", "DatabaseName": "si_db", "CollectionName": "users", @@ -32,6 +33,6 @@ "ModelCollectionName": "Model", "PredictorCollectionName": "Predictor", "FilesCollectionName": "Files", - "ExperimentCollectionName": "Experiment" + "ExperimentCollectionName": "Experiment" */ } } \ No newline at end of file diff --git a/backend/microservice/api/controller.py b/backend/microservice/api/controller.py index 6f483008..0eee571c 100644 --- a/backend/microservice/api/controller.py +++ b/backend/microservice/api/controller.py @@ -69,15 +69,26 @@ def train(): #dataset, paramsModel, paramsExperiment, callback) - filepath,result,finalMetrics= newmlservice.train(data, paramsModel, paramsExperiment,paramsDataset, train_callback) + filepath,histMetrics= newmlservice.train(data, paramsModel, paramsExperiment,paramsDataset, train_callback) """ f = request.json['filepath'] dataset = pd.read_csv(f) filepath,result=newmlservice.train(dataset,request.json['model'],train_callback) print(result) """ - - + #m = [] + #for attribute, value in result.items(): + #m.append(histMetrics(attribute,str(value)).__dict__) + ''' + m = [] + for attribute, value in result.items(): + m.append({"Name" : attribute, "JsonValue" : value})) + + print("**************************************************************") + print(m) + + print("**************************************************************") + ''' url = config.api_url + "/file/h5" files = {'file': open(filepath, 'rb')} r=requests.post(url, files=files,data={"uploaderId":paramsExperiment['uploaderId']}) @@ -92,15 +103,23 @@ def train(): "experimentId" : paramsExperiment["_id"], "modelId" : paramsModel["_id"], "h5FileId" : fileId, - "metrics" : result, - "finalMetrics":finalMetrics + "metricsLoss":histMetrics[0], + "metricsValLoss":histMetrics[1], + "metricsAcc":histMetrics[2], + "metricsValAcc":histMetrics[3], + "metricsMae":histMetrics[4], + "metricsValMae":histMetrics[5], + "metricsMse":histMetrics[6], + "metricsValMse":histMetrics[7] + + } #print(predictor) - + url = config.api_url + "/Predictor/add" r = requests.post(url, json=predictor).text - print(r) + #print(r) return r @app.route('/predict', methods = ['POST']) diff --git a/backend/microservice/api/newmlservice.py b/backend/microservice/api/newmlservice.py index bcff5a33..85be0c2f 100644 --- a/backend/microservice/api/newmlservice.py +++ b/backend/microservice/api/newmlservice.py @@ -303,7 +303,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): ###OPTIMIZATORI print(paramsModel['optimizer']) if(paramsModel['optimizer']=='Adam'): - opt=tf.keras.optimizers.Adam(learning_rate=3) + opt=tf.keras.optimizers.Adam(learning_rate=float(paramsModel['learningRate'])) elif(paramsModel['optimizer']=='Adadelta'): opt=tf.keras.optimizers.Adadelta(learning_rate=float(paramsModel['learningRate'])) @@ -370,7 +370,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): - classifier.compile(loss =paramsModel["lossFunction"] , optimizer =opt, metrics = ['mae','mse']) + classifier.compile(loss =paramsModel["lossFunction"] , optimizer =opt, metrics = ['accuracy','mae','mse']) history=classifier.fit( x=x_train, y=y_train, epochs = paramsModel['epochs'],batch_size=int(paramsModel['batchSize']),callbacks=callback(x_test, y_test,paramsModel['_id']),validation_data=(x_val, y_val)) @@ -383,9 +383,9 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): scores = classifier.evaluate(x_test, y_test) #print("\n%s: %.2f%%" % (classifier.metrics_names[1], scores[1]*100)) - + ''' classifier.save(filepath, save_format='h5') - metrics={} + macro_averaged_precision=sm.precision_score(y_test, y_pred, average = 'macro') micro_averaged_precision=sm.precision_score(y_test, y_pred, average = 'micro') macro_averaged_recall=sm.recall_score(y_test, y_pred, average = 'macro') @@ -401,12 +401,12 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): {"Name":"macro_averaged_f1","JsonValue": str(macro_averaged_f1)}, {"Name":"micro_averaged_f1", "JsonValue": str(micro_averaged_f1)} ] - + ''' #vizuelizacija u python-u #from ann_visualizer.visualize import ann_viz; #ann_viz(classifier, title="My neural network") - return filepath,hist,metrics + return filepath,[hist['loss'],hist['val_loss'],hist['accuracy'],hist['val_accuracy'],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']] elif(problem_type=='binarni-klasifikacioni'): #print('*************************************************************************binarni') @@ -444,6 +444,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): history=classifier.fit( x=x_train, y=y_train, epochs = paramsModel['epochs'],batch_size=int(paramsModel['batchSize']),callbacks=callback(x_test, y_test,paramsModel['_id']),validation_data=(x_val, y_val)) hist=history.history + y_pred=classifier.predict(x_test) y_pred=(y_pred>=0.5).astype('int') @@ -452,7 +453,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): # ann_viz(classifier, title="My neural network") classifier.save(filepath, save_format='h5') - + """ accuracy = float(sm.accuracy_score(y_test,y_pred)) precision = float(sm.precision_score(y_test,y_pred)) recall = float(sm.recall_score(y_test,y_pred)) @@ -461,22 +462,9 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): f1 = float(sm.f1_score(y_test,y_pred)) fpr, tpr, _ = sm.roc_curve(y_test,y_pred) logloss = float(sm.log_loss(y_test, y_pred)) - metrics= [ - {"Name":"accuracy" ,"JsonValue": str(accuracy)}, - {"Name":"precision","JsonValue": str(precision)}, - {"Name":"recall" , "JsonValue":str(recall)}, - {"Name":"specificity" ,"JsonValue":str(specificity)}, - {"Name":"f1" ,"JsonValue": str(f1)}, - {"Name":"tn" , "JsonValue":str(tn)}, - {"Name":"fp" , "JsonValue":str(fp)}, - {"Name":"fn" , "JsonValue":str(fn)}, - {"Name":"tp" , "JsonValue":str(tp)}, - {"Name":"fpr" ,"JsonValue": str(fpr.tolist())}, - {"Name":"tpr" , "JsonValue":str(tpr.tolist())}, - {"Name":"logloss" , "JsonValue":str(logloss)} - ] + """ - return filepath,hist,metrics + return filepath,[hist['loss'],hist['val_loss'],hist['accuracy'],hist['val_accuracy'],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']] elif(problem_type=='regresioni'): reg=paramsModel['layers'][0]['regularisation'] @@ -519,8 +507,10 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): #print(classifier.evaluate(x_test, y_test)) classifier.save(filepath, save_format='h5') - + ''' + mse = float(sm.mean_squared_error(y_test,y_pred)) + mae = float(sm.mean_absolute_error(y_test,y_pred)) mape = float(sm.mean_absolute_percentage_error(y_test,y_pred)) rmse = float(np.sqrt(sm.mean_squared_error(y_test,y_pred))) @@ -531,6 +521,7 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): n = 40 k = 2 adj_r2 = float(1 - ((1-r2)*(n-1)/(n-k-1))) + metrics= [ {"Name":"mse","JsonValue":str(mse)}, @@ -541,8 +532,8 @@ def train(dataset, paramsModel,paramsExperiment,paramsDataset,callback): {"Name":"r2","JsonValue":str( r2)}, {"Name":"adj_r2","JsonValue":str(adj_r2)} ] - - return filepath,hist,metrics + ''' + return filepath,[hist['loss'],hist['val_loss'],[],[],hist['mae'],hist['val_mae'],hist['mse'],hist['val_mse']] def roc_auc_score_multiclass(actual_class, pred_class, average = "macro"): diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts index 8fc36a31..f527dc7f 100644 --- a/frontend/src/app/_data/Model.ts +++ b/frontend/src/app/_data/Model.ts @@ -117,8 +117,8 @@ export enum ActivationFunctionOutputLayer export enum LossFunction { // binary classification loss functions BinaryCrossEntropy = 'binary_crossentropy', - SquaredHingeLoss = 'squared_hinge_loss', - HingeLoss = 'hinge_loss', + SquaredHingeLoss = 'squared_hinge', + HingeLoss = 'hinge', // multi-class classification loss functions CategoricalCrossEntropy = 'categorical_crossentropy', SparseCategoricalCrossEntropy = 'sparse_categorical_crossentropy', -- cgit v1.2.3 From 4a8986ee2fa3f6d90108920ead97c8d5fce9d59c Mon Sep 17 00:00:00 2001 From: Sonja Galovic Date: Thu, 19 May 2022 17:27:36 +0200 Subject: Ispravljen bag da kad je kolona izlazna ne moze da se izbrise/iskljuci zbog nedostajucih vrednosti. --- .../column-table/column-table.component.html | 2 +- .../column-table/column-table.component.ts | 37 ++++++++++++++++++---- .../app/_pages/experiment/experiment.component.css | 2 +- 3 files changed, 33 insertions(+), 8 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/column-table/column-table.component.html b/frontend/src/app/_elements/column-table/column-table.component.html index bb5914bd..e6a781be 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.html +++ b/frontend/src/app/_elements/column-table/column-table.component.html @@ -217,7 +217,7 @@
Izlazna kolona - + {{inputColumn}} - diff --git a/frontend/src/app/_elements/column-table/column-table.component.ts b/frontend/src/app/_elements/column-table/column-table.component.ts index f40167ad..694b1a83 100644 --- a/frontend/src/app/_elements/column-table/column-table.component.ts +++ b/frontend/src/app/_elements/column-table/column-table.component.ts @@ -247,6 +247,19 @@ export class ColumnTableComponent implements AfterViewInit { } } + outputColumnChanged() { + let outputColReplacer = this.experiment.nullValuesReplacers.find(x => x.column == this.experiment.outputColumn); + let index = this.experiment.nullValuesReplacers.findIndex(x => x.column == this.experiment.outputColumn); + if (outputColReplacer != undefined) { + outputColReplacer.option = NullValueOptions.DeleteRows; + + let numOfRowsToDelete = (this.dataset!.columnInfo.filter(x => x.columnName == this.experiment.outputColumn)[0]).numNulls; + this.nullValOption[index] = "Obriši redove (" + numOfRowsToDelete + ")"; + } + + this.changeProblemType(); + } + changeProblemType() { if (this.experiment != undefined && this.dataset != undefined) { let i = this.dataset.columnInfo.findIndex(x => x.columnName == this.experiment!.outputColumn); @@ -298,14 +311,26 @@ export class ColumnTableComponent implements AfterViewInit { if (selectedMissingValuesOption == NullValueOptions.DeleteColumns) { this.experiment.nullValues = NullValueOptions.DeleteColumns; + + let outputColReplacer = this.experiment.nullValuesReplacers.find(x => x.column == this.experiment.outputColumn); + this.experiment.nullValuesReplacers = []; for (let i = 0; i < this.experiment.inputColumns.length; i++) { - this.experiment.nullValuesReplacers.push({ //ovo zakomentarisano - column: this.experiment.inputColumns[i], - option: NullValueOptions.DeleteColumns, - value: "" - }); - this.nullValOption[i] = "Obriši kolonu"; + if (this.experiment.inputColumns[i] != this.experiment.outputColumn) { + this.experiment.nullValuesReplacers.push({ //ovo zakomentarisano + column: this.experiment.inputColumns[i], + option: NullValueOptions.DeleteColumns, + value: "" + }); + this.nullValOption[i] = "Obriši kolonu"; + } + else { + if (outputColReplacer != undefined) { + this.experiment.nullValuesReplacers.push(outputColReplacer); + let numOfRowsToDelete = (this.dataset.columnInfo.filter(x => x.columnName == this.experiment!.inputColumns[i])[0]).numNulls; + this.nullValOption[i] = (outputColReplacer.option == NullValueOptions.DeleteRows) ? "Obriši redove (" + numOfRowsToDelete + ")" : "Popuni sa " + outputColReplacer.value + ""; + } + } } //obrisi kolone koje sadrze nedostajuce vrednosti iz input kolona /*for (let i = 0; i < this.dataset.columnInfo.length; i++) { diff --git a/frontend/src/app/_pages/experiment/experiment.component.css b/frontend/src/app/_pages/experiment/experiment.component.css index a8bc1248..59e004e9 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.css +++ b/frontend/src/app/_pages/experiment/experiment.component.css @@ -48,7 +48,7 @@ mat-stepper { flex-direction: row; justify-content: center; align-items: center; - margin-bottom: 100px; + /*margin-bottom: 100px;*/ } .step-content-inside { -- cgit v1.2.3 From 6468d5d3c24029c94a749634e0241ad94b5576ad Mon Sep 17 00:00:00 2001 From: TAMARA JERINIC Date: Thu, 19 May 2022 17:36:08 +0200 Subject: Dodate metrike na front. --- backend/api/api/Models/Predictor.cs | 2 -- backend/microservice/api/controller.py | 2 -- frontend/src/app/_data/Predictor.ts | 12 ++++++++++-- 3 files changed, 10 insertions(+), 6 deletions(-) (limited to 'frontend') diff --git a/backend/api/api/Models/Predictor.cs b/backend/api/api/Models/Predictor.cs index 95dd3a23..c1afd5e8 100644 --- a/backend/api/api/Models/Predictor.cs +++ b/backend/api/api/Models/Predictor.cs @@ -26,9 +26,7 @@ namespace api.Models public float[] metricsAcc { get; set; } public float[] metricsValAcc { get; set; } public float[] metricsMae { get; set; } - public float[] metricsValMae { get; set; } - public float[] metricsMse { get; set; } public float[] metricsValMse { get; set; } //public Metric[] finalMetrics { get; set; } diff --git a/backend/microservice/api/controller.py b/backend/microservice/api/controller.py index 0eee571c..c82634a2 100644 --- a/backend/microservice/api/controller.py +++ b/backend/microservice/api/controller.py @@ -111,8 +111,6 @@ def train(): "metricsValMae":histMetrics[5], "metricsMse":histMetrics[6], "metricsValMse":histMetrics[7] - - } #print(predictor) diff --git a/frontend/src/app/_data/Predictor.ts b/frontend/src/app/_data/Predictor.ts index c839a635..8de4cd17 100644 --- a/frontend/src/app/_data/Predictor.ts +++ b/frontend/src/app/_data/Predictor.ts @@ -13,8 +13,16 @@ export default class Predictor extends FolderFile { public experimentId: string = "", public modelId: string = "", public h5FileId: string = "", - public metrics: Metric[] = [], - public finalMetrics: Metric[] = [] + public metricsLoss:number[]=[], + public metricsValLoss:number []=[], + public metricsAcc:number[]=[], + public metricsValAcc: number[]=[], + public metricsMae :number []=[], + public metricsValMae :number []=[], + public metricsMse : number[]=[], + public metricsValMse : number[]=[], + //public metrics: Metric[] = [], + //public finalMetrics: Metric[] = [] ) { super(name, dateCreated, dateCreated); } -- cgit v1.2.3 From 6aba6287a85492295ba5de0a0cc6501d492a3676 Mon Sep 17 00:00:00 2001 From: Nevena Bojovic Date: Thu, 19 May 2022 19:48:07 +0200 Subject: Grafici korekcija --- .../_elements/_charts/box-plot/box-plot.component.ts | 20 +++++++++++++++++++- .../_charts/pie-chart/pie-chart.component.ts | 4 ---- 2 files changed, 19 insertions(+), 5 deletions(-) (limited to 'frontend') diff --git a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts index bf5e3fd6..07976da3 100644 --- a/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts +++ b/frontend/src/app/_elements/_charts/box-plot/box-plot.component.ts @@ -28,10 +28,28 @@ export class BoxPlotComponent implements AfterViewInit { updateChart(min: number, max: number, q1: number, q3: number, median: number) { if (this.myChart) { this.boxplotData.datasets[0].data = [[min, q1, median, q3, max]] - this.myChart.update(); + this.myChart?.update(); } + /*this.boxplotData.datasets = [{ + data: [[min, q1, median, q3, max]], + }]*/ + }; + /* + updatePieChart(uniqueValues: string[], uniqueValuesPercent: number[]){ + //console.log(this.uniqueValues, this.uniqueValuesPercent); + this.pieChartData.datasets = [{ + label: "%", + backgroundColor: ["#3e95cd", "#8e5ea2","#3cba9f","#e8c3b9","#c45850", "#000000"], + data: uniqueValuesPercent, + }]; + this.pieChartData.labels = uniqueValues + console.log(this.uniqueValues, this.uniqueValuesPercent); + this.myChart?.update() + }; + */ + @ViewChild('boxplot') chartRef!: ElementRef; constructor() { //this.updateChart(); diff --git a/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts b/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts index cba5252a..9264e41c 100644 --- a/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts +++ b/frontend/src/app/_elements/_charts/pie-chart/pie-chart.component.ts @@ -58,10 +58,6 @@ export class PieChartComponent implements AfterViewInit { data: data , options: { - /*title: { - display: true, - text: 'Predicted world population (millions) in 2050' - }*/ plugins:{ legend: { display: false -- cgit v1.2.3 From 8ce1b7f95b1464587b4f2d9518aaa714d4f76915 Mon Sep 17 00:00:00 2001 From: Ognjen Cirkovic Date: Thu, 19 May 2022 20:21:59 +0200 Subject: Centriran katanac na koraku 4. --- frontend/src/app/_pages/experiment/experiment.component.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) (limited to 'frontend') diff --git a/frontend/src/app/_pages/experiment/experiment.component.html b/frontend/src/app/_pages/experiment/experiment.component.html index e807dd06..17a6539d 100644 --- a/frontend/src/app/_pages/experiment/experiment.component.html +++ b/frontend/src/app/_pages/experiment/experiment.component.html @@ -42,7 +42,7 @@ lock - Pregled rezultata
treniranja + Pregled rezultata
treniranja

Pregledajte tok treniranja i
grafički prikaz rezultata

 -- cgit v1.2.3