underfitted

[US]/ˌʌndəˈfɪtɪd/
[UK]/ˌʌndərˈfɪtɪd/

Translation

adj. (machine learning) โมเดลที่มีอคติสูงและความแปรปรวนต่ำ ซึ่งไม่สามารถจับรูปแบบข้อมูลพื้นฐานได้; (สถิติ) โมเดลทางสถิติที่เรียบง่ายเกินไปจนไม่สามารถแสดงความสัมพันธ์ระหว่างตัวแปรได้อย่างเหมาะสม

Phrases & Collocations

underfitted model

โมเดลที่ไม่ได้เรียนรู้เพียงพอ

severely underfitted

โมเดลที่ไม่ได้เรียนรู้เพียงพออย่างรุนแรง

underfitted algorithm

อัลกอริทึมที่ไม่ได้เรียนรู้เพียงพอ

Example Sentences

the underfitted model failed to capture the complexity of the data.

an underfitted neural network produces poor predictions on training data.

the algorithm was underfitted and needed more features to learn effectively.

we detected an underfitted regression model during the evaluation phase.

the underfitted classifier showed high bias and low accuracy.

machine learning engineers avoid underfitted models by proper feature engineering.

the underfitted svm struggled to separate the classes in the dataset.

underfitted decision trees tend to oversimplify the underlying patterns.

our underfitted clustering algorithm failed to identify meaningful groups.

the underfitted model showed signs of underfitting during cross-validation.

developers must tune hyperparameters to prevent underfitted solutions.

the underfitted ensemble method underperformed compared to single models.

an underfitted bayesian network cannot capture the probabilistic relationships.

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