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Para Jumble practice question for SSC. Review the correct answer and explanation, then continue with related practice below.

Question language / प्रश्न भाषाहिंदी अनुवाद इस पुराने प्रश्न के लिए उपलब्ध नहीं है।

Arrange the following sentences in the correct order. A. The model consequently performs very well during development. B. Some information from the test dataset accidentally influences the construction of the model. C. Its apparent success partly reflects knowledge of observations that were supposed to remain unseen. D. Strict separation between training and testing data is therefore necessary for credible validation.

Answer and explanation are free to read — no sign-in required.उत्तर और व्याख्या पढ़ने के लिए साइन-इन आवश्यक नहीं है।

A

BACD

✓

B

ABCD

C

BCAD

D

BADC

Correct Answerसही उत्तर

A. BACD

Explanationव्याख्या

(English): B introduces data leakage.
A gives the apparently excellent development performance.
C explains why the result is inflated.
D states the validation requirement.
Overall Meaning: Test-data leakage can create an unrealistically strong impression of model accuracy.

व्याख्या (Hindi): B test data की information model development में leak होने की बात करता है।
A high apparent performance बताता है।
C unseen observations की indirect knowledge को cause बताता है और D training तथा testing data अलग रखने का निष्कर्ष देता है।
समग्र अर्थ: Test data leakage model accuracy को वास्तविकता से अधिक अच्छा दिखा सकती है।

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