AIP-210 試験問題を無料オンラインアクセス

The graph is an elbow plot showing the inertia or within-cluster sum of squares on the y-axis and number of clusters (also called K) on the x-axis, denoting the change in inertia as the clusters change using k-means algorithm.
What would be an optimal value of K to ensure a good number of clusters?

• A.2
• B.9
• C.3
• D.5

A classifier has been implemented to predict whether or not someone has a specific type of disease.
Considering that only 1% of the population in the dataset has this disease, which measures will work the BEST to evaluate this model?

• A.Recall and explained variance
• B.Precision and recall
• C.Mean squared error
• D.Precision and accuracy

What is the open framework designed to help detect, respond to, and remediate threats in ML systems?

• A.MITRE ATTandCK Matrix
• B.Threat Susceptibility Matrix
• C.OWASP Threat and Safeguard Matrix
• D.Adversarial ML Threat Matrix

Which of the following is the correct definition of the quality criteria that describes completeness?

• A.The degree to which all required measures are known.
• B.The degree to which the measures conform to defined business rules or constraints.
• C.The degree to which a set of measures are specified using the same units of measure in all systems.
• D.The degree to which a set of measures are equivalent across systems.

Which of the following is a type 1 error in statistical hypothesis testing?

• A.The null hypothesis is true and fails to be rejected.
• B.The null hypothesis is false and is rejected.
• C.The null hypothesis is true, but is rejected.
• D.The null hypothesis is false, but fails to be rejected.