diff options
Diffstat (limited to 'frontend/src/app/_data')
-rw-r--r-- | frontend/src/app/_data/Model.ts | 37 |
1 files changed, 17 insertions, 20 deletions
diff --git a/frontend/src/app/_data/Model.ts b/frontend/src/app/_data/Model.ts index ff9f8329..fb6849e3 100644 --- a/frontend/src/app/_data/Model.ts +++ b/frontend/src/app/_data/Model.ts @@ -46,7 +46,7 @@ export enum ProblemType { // removeOutliers export enum Encoding { Label = 'label', - OneHot = 'one hot', + OneHot = 'onehot', /* BackwardDifference = 'backward difference', BaseN = 'baseN', @@ -77,14 +77,14 @@ export enum ActivationFunction { Exponential_Linear_Unit = 'exponentialLinearUnit', Swish = 'swish', //hiddenLayers - Relu='relu', - Sigmoid='sigmoid', - Tanh='tanh', + Relu = 'relu', + Sigmoid = 'sigmoid', + Tanh = 'tanh', //outputLayer Linear = 'linear', //Sigmoid='sigmoid', - Softmax='softmax', + Softmax = 'softmax', } /* @@ -104,37 +104,34 @@ export enum ActivationFunctionOutputLayer export enum LossFunction { // binary classification loss functions BinaryCrossEntropy = 'binary_crossentropy', - SquaredHingeLoss='squared_hinge_loss', + SquaredHingeLoss = 'squared_hinge_loss', HingeLoss = 'hinge_loss', // multi-class classiication loss functions CategoricalCrossEntropy = 'categorical_crossentropy', - SparseCategoricalCrossEntropy='sparse_categorical_crosentropy', + SparseCategoricalCrossEntropy = 'sparse_categorical_crosentropy', KLDivergence = 'kullback_leibler_divergence', - + // regression loss functions - + MeanAbsoluteError = 'mean_absolute_error', MeanSquaredError = 'mean_squared_error', - MeanSquaredLogarithmicError='mean_squared_logarithmic_error', + MeanSquaredLogarithmicError = 'mean_squared_logarithmic_error', HuberLoss = 'Huber' } -export enum LossFunctionRegression -{ +export enum LossFunctionRegression { MeanAbsoluteError = 'mean_absolute_error', MeanSquaredError = 'mean_squared_error', - MeanSquaredLogarithmicError='mean_squared_logarithmic_error', + MeanSquaredLogarithmicError = 'mean_squared_logarithmic_error', } -export enum LossFunctionBinaryClassification -{ +export enum LossFunctionBinaryClassification { BinaryCrossEntropy = 'binary_crossentropy', - SquaredHingeLoss='squared_hinge_loss', + SquaredHingeLoss = 'squared_hinge_loss', HingeLoss = 'hinge_loss', } -export enum LossFunctionMultiClassification -{ +export enum LossFunctionMultiClassification { CategoricalCrossEntropy = 'categorical_crossentropy', - SparseCategoricalCrossEntropy='sparse_categorical_crosentropy', + SparseCategoricalCrossEntropy = 'sparse_categorical_crosentropy', KLDivergence = 'kullback_leibler_divergence', } @@ -164,7 +161,7 @@ export enum ReplaceWith { export class NullValReplacer { "column": string; "option": NullValueOptions; - "value" : string; + "value": string; } export enum Metric { |