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-rw-r--r--frontend/src/app/_data/Model.ts13
1 files changed, 11 insertions, 2 deletions
diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts
index 48418d51..32247bbd 100644
--- a/frontend/src/app/_data/Model.ts
+++ b/frontend/src/app/_data/Model.ts
@@ -23,12 +23,14 @@ export default class Model {
public hiddenLayerNeurons: number = 1,
public hiddenLayers: number = 1,
public batchSize: number = 5,
- public hiddenLayerActivationFunction = [],
+ public hiddenLayerActivationFunctions: string[] = ['sigmoid'],
//public inputLayerActivationFunction: ActivationFunction = ActivationFunction.Sigmoid,
public outputLayerActivationFunction: ActivationFunction = ActivationFunction.Sigmoid,
public username: string = '',
public nullValues: NullValueOptions = NullValueOptions.DeleteRows,
- public nullValuesReplacers = []
+ public nullValuesReplacers = [],
+ public metrics: Metric[] = [], // TODO add to add-model form
+ public epochs: number = 5 // TODO add to add-model form
) { }
}
@@ -111,4 +113,11 @@ export enum ReplaceWith {
None = 'Popuni...',
Mean = 'Srednja vrednost',
Median = 'Medijana'
+}
+
+export enum Metric {
+ MSE = 'mse',
+ MAE = 'mae',
+ RMSE = 'rmse'
+ //...
} \ No newline at end of file