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MLS-C01 · Question #68

MLS-C01 Question #68: Real Exam Question with Answer & Explanation

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Modeling

Question

A company wants to classify user behavior as either fraudulent or normal. Based on internal research, a Machine Learning Specialist would like to build a binary classifier based on two features: age of account and transaction month. The class distribution for these features is illustrated in the figure provided. Based on this information, which model would have the HIGHEST accuracy?

Options

  • ALong short-term memory (LSTM) model with scaled exponential linear unit (SELU)
  • BLogistic regression
  • CSupport vector machine (SVM) with non-linear kernel
  • DSingle perceptron with tanh activation function

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Topics

#Model Selection#Binary Classification#Support Vector Machine (SVM)#Non-linear Kernels
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