Vendor: IBM
Certifications: IBM Data and AI
Exam Code: C1000-059
Exam Name: IBM AI Enterprise Workflow V1 Data Science Specialist
Updated: Jul 29, 2022
Q&As: 62
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The least squares optimization technique (The Method of Least Squares) is used in which algorithm?
A. Support Vector Machines
B. Naive Bayes classification
C. Logistic regression
D. Linear regression
A classification task has examples that are labeled as belonging to one of two classes:
1.
90% of the examples belong to class-1
2.
10% belong to class-2
Which two techniques are appropriate to deal with the class imbalance? (Choose two.)
A. apply dimensionality reduction to the features before training
B. impose an additional cost on the model for making classification mistakes on the minority class during training
C. lower the detection threshold of the minority class after training
D. oversample the minority class and/or undersample the majority class
E. after training, divide the model accuracy of each class by the proportion that they represent in the dataset
Which algorithm is best suited if a client needs full explainability of the machine learning model?
A. decision tree
B. logistic regression
C. support vector machine (SVM)
D. recurrent neural network
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