Question

Match the curve to the description:

Description:

how many training instances is sufficient to train model

maximize generalization when we train a model

compare performance among vaious models under different abstract scenarios.

Curve:

profit curve

ROC

learning curve

scatter plot

fitting graph

Answer 1

Answer )

1) how many training instances is sufficient to train model: Fitting Graph

Reason: A fitting graph or a curve fitting is used to determine how many instances are required for training na model

2) maximize generalization when we train a model: Learning Curve

reason: Learning Curve determines the maximise generalisation and the more a person performs a task the more the better it gets.

3) compare performance among vaious models under different abstract scenarios.: Profit Curve

Reason: Profit Curve is used to compare and contrast two given models and determines the profit from both of them on the bases of their performance

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