Nama : Farah Dhia Fadhila
NRP : 5025211030
Kelas : Pembelajaran Mesin C
Classification Iris flower dataset into 3 classes (Iris Setosa, Iris virginica, and Iris versicolor) using classification method and artificial neural network. There are 2 scenarios, with normalization using MinMax scalling and without normalization.
- Decision Tree
- Criterion gini
- Criterion entropy
- KNN
- k=3
- k=5
- k=7
- Naive Bayes
- SVM
- kernel linear
- kernel polynomial
- kernel rbf
- kernel sigmoid
- ANN
- 2 hidden layers (6 neurons for each layer, activation function ReLU)
- 1 output layers (3 neuron, activation function softmax)
- Compiling (optimizer="adam", loss="categorical_crossentropy", metrics=['accuracy']), fitting (batch_size=32, epochs=100)