Prof. Rafael Saraiva Campos - Kaggle Notebooks

Perceptron: Logic Gates , XOR Gate , Gaussians , Banknote, MNIST
MLP: Gaussians , Iris , MNIST , Titanic , AutoMPG , O3 Layer
Classificador Naive Bayes: Iris , Banknote , FloorID , MNIST
Árvores de Decisão: AguardaMesa , Iris , FloorID , AutoMPG

Métricas de Classificadores Binários: Binary Classifier Metrics , Recall vs Precision Trade-Off , Precision-Recall Curve , F1-Score , FB-Score , ROC Curve , AUC
Regressão Logística Feature selection in the breast cancer dataset , Sigmoid function , Logistic regression in the breast cancer dataset with: 1 feature, 2 features, 3 features ; Training a logistic regressor ; Logistic regressor vs SGD classifier
Regressão Softmax: Iris , MNIST , FloorID

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