Definition
Definition of overfitting - Reverso English Dictionary
Noun
mathematicsTECH. the phenomenon of a model fitting training data too closelyTECH.
- Overfitting occurs when the model performs poorly on new data.
Adjective
mathematicsTECH. describing a model fitting training data too closelyTECH.
- The overfitting model performed poorly on new data.
Origin of overfitting
English, over (excessive) + fitting (fitting)
Terms with overfitting included in their meaning
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technology
training method that halts learning before overfitting appears on validation data
mathematics
method that adds squared weight penalty to training loss to reduce overfitting
machine learning
early stopping of tree growth to avoid overfitting
Examples of overfitting in a sentence
Overfitting was evident when the predictions were inaccurate. An overfitting algorithm can mislead predictions. The overfitting curve failed to generalize well.
View all translations of overfitting
Click below to see the appropriate translations facing each meaning.
- French:surapprentissage, surajusté, ...
- German:Overfitting, überangepasst, ...
- Italian:overfitting, ...
- Spanish:sobreajuste, sobreajustado, ...
- Portuguese:sobreajuste, sobreajustado, ...
- Chinese:过拟合, 过拟合的, ...
- Japanese:過学習, 過適合な, ...
- Arabic:فَرْط التَكَيُّف, مُفرِط التكيُّف, ...
- Hebrew:הִתְאָמַת יֶתֶר, מוּתְאָם־מְדִי, ...
- Russian:переобучение, переобученный, ...
- Ukrainian:перенавчання, переобучений, ...
- Hindi:अधिक फिटिंग, ...
Definition of overfit - Reverso English Dictionary
Verb
mathematicsTECH. fit a model too closely to training dataTECH.
- The model overfit the training data, failing on new inputs.
Adjective
mathematicsTECH. fitting training data too closely, failing on new dataTECH.
- The overfit model performed poorly on the test set.
Origin of overfit
English, over (excessive) + fit (suitable)
Examples of overfit in a sentence
Overfitting can lead to poor model performance. The overfit algorithm struggled with new datasets. An overfit curve doesn't generalize well to unseen data.
View all translations of overfit
Click below to see the appropriate translations facing each meaning.
- French:surajuster, surappris, ...
- German:überanpassen, überangepasst, ...
- Italian:adattare eccessivamente, sovradattato, ...
- Spanish:sobreajustar, sobreajustado, ...
- Portuguese:sobreajustar, sobreajustado, ...
- Chinese:过拟合, 过度拟合, ...
- Japanese:過剰適合する, 過適合の, ...
- Arabic:أَفرَطَ في مُلاءَمَة, مُفَرْط التَّكَيُّف, ...
- Hebrew:לְהַתְאִים יֶתֶר עַל הַמִּדָּה, מוּתָאַם יֶתֶר עַל הַמִּדָּה, ...
- Russian:переобучать, переобученный, ...
- Ukrainian:перенавчити, перенавчений, ...
- Hindi:अधिक फिट करना, अधिक फिट, ...
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