What is Loss Function? Definition | AI Understanding

Ma'anarsa

Makasudin ilimin lissafi wanda ke ƙididdige kuskuren tsinkaya yayin horo.

Sharuɗɗa masu alaƙa

Ƙimar kuskuren ƙirar ƙirƙira yayin horo kuma an inganta shi ƙasa akan lokaci.

Haƙiƙa gama gari da ake amfani da ita don horar da ƙirar ƙira ta hanyar ladabtar da yuwuwar da ba daidai ba.

Babban algorithm horo wanda ke sabunta ma'aunin ƙira ta hanyar yada kurakuran tsinkaya baya ta hanyar hanyar sadarwa.

Hyperparameter na horarwa yana sarrafa nawa sigogi ke canza kowane mataki na sabuntawa.

Yin amfani da samfurin harshe don ƙima ko kwatanta abubuwan da aka fitar daga wasu samfura yayin kimantawa.

Daidaitaccen tsari na kuskure ko rashin adalci a cikin bayanai ko halayen ƙira.

Ƙara koyo a cikin jagororinmu na kyauta

Focal Loss for Imbalanced Detection Triplet Loss and Metric Learning Signed Distance Functions Siamese Networks and Triplet Loss

Duba kuma

LoRA (Low-Rank Adaptation)Machine Learning (ML)Memory (Agent Memory)Large Language Model (LLM)Mixture of Experts (MoE)Latency Model Card Label Smoothing

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