Inductive bias
The inductive bias (also known as learning bias) of a learning algorithm is the set of assumptions that the learner uses to predict outputs given inputs that it has not encountered. In machine learning, one aims to construct algorithms that are able to learn to predict a certain target output. To achieve this, the learning algorithm is presented some training examples that demonstrate the intended relation of input and output values. Then the learner is supposed to approximate the correct output, even for examples that have not been shown during training. Without any additional assumptions, this problem cannot be solved exactly since unseen situations might have an arbitrary output value. The kind of necessary assumptions about the nature of the target function are subsumed in the phrase i
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Inductive bias
The inductive bias (also known as learning bias) of a learning algorithm is the set of assumptions that the learner uses to predict outputs given inputs that it has not encountered. In machine learning, one aims to construct algorithms that are able to learn to predict a certain target output. To achieve this, the learning algorithm is presented some training examples that demonstrate the intended relation of input and output values. Then the learner is supposed to approximate the correct output, even for examples that have not been shown during training. Without any additional assumptions, this problem cannot be solved exactly since unseen situations might have an arbitrary output value. The kind of necessary assumptions about the nature of the target function are subsumed in the phrase i
has abstract
Nell'apprendimento automatico, ...... ddestramento sia da preferire.
@it
The inductive bias (also known ...... ural networks), or not at all.
@en
Unter Induktivem Bias versteht ...... gen verallgemeinern zu können.
@de
當學習器去預測其未遇到過的輸入的結果時,會做一些假設(Mit ...... 能只是一個很粗糙的描述(如在人工神經網路中),甚至更加简单。
@zh
Wikipage page ID
Wikipage revision ID
743,679,085
subject
hypernym
comment
Nell'apprendimento automatico, ...... ddestramento sia da preferire.
@it
The inductive bias (also known ...... n are subsumed in the phrase i
@en
Unter Induktivem Bias versteht ...... gen verallgemeinern zu können.
@de
當學習器去預測其未遇到過的輸入的結果時,會做一些假設(Mit ...... 能只是一個很粗糙的描述(如在人工神經網路中),甚至更加简单。
@zh
label
Bias induttivo
@it
Inductive bias
@en
Induktiver Bias
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歸納偏向
@zh