Question

For data analytics,
Choose the correct sequence of the following:
A. Accuracy,
B. Prediction,
C. Train and Test,
D. Model selection,
E. Dataset.

• A. E, C, D, B, A
• B. C, E, D, A, B
• C. D, C, A, E, B
• D. D, B, C, A, E

Hint:

Basic ML workflow is: dataset, train-test split, model selection, prediction and evaluation.

Answer 1

The Correct Option is A

Concept:
A data analytics or machine learning workflow follows a logical sequence from data collection to evaluation.

Step 1: Dataset.
First, we need a dataset. \[ \text{First step}=E \]

Step 2: Train and Test.
The dataset is divided into training and testing parts. \[ \text{Second step}=C \]

Step 3: Model selection.
After splitting data, an appropriate model is selected. \[ \text{Third step}=D \]

Step 4: Prediction.
The trained model is used to make predictions. \[ \text{Fourth step}=B \]

Step 5: Accuracy.
Finally, accuracy is calculated to evaluate the model. \[ \text{Fifth step}=A \] \[ \therefore \text{Correct Answer is (A)} \]