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Category: Lexicon

Misclassification Rate

Misclassification rate is a machine-learning metric that denotes the percentage of erroneous observations made by any classification system. The formula is as follows: Misclassification Rate

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Model

Machine Learning model is the end result that happens after an ML algorithm processes the sample data it was fed during the training phase. When

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Natural Language Generation

Natural Language Generation, or NLG, is a part of Artificial Intelligence that generates easy-to-understand language for humans. It is a part of Natural Language Processing,

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Natural Language Processing

Natural Language Processing is a sub-discipline of Artificial Intelligence that equips machines with the capacity to comprehend, interpret and operate human language. NLP involves some

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Neuron

In machine learning, Neurons serve as distinct units within a single hidden layer of a Neural Network. Each Neuron functions by executing a two-step action:

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Noise

Real-world data, which is used as an input for data mining algorithms, can be affected by several variables. Noise is one of the most common

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Null Error Rate

The Null Error Rate is a valuable metric to measure the performance of an algorithm against the majority class. It indicates the percentage of incorrect

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