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The use of different model parameters and different corpus sizes can greatly affect the quality of a word2vec model. Accuracy can be improved in a number of ways, including the choice of model architecture (CBOW or Skip-Gram), increasing the training data set, increasing the number of vector dimensions, and increasing the window size of words ...
The followings are the contiguous urban areas in Indonesia, with a population of over 500,000, according to Demographia's "World Urban Areas" study (19th Annual - 2023). Demographia defines an urban area (urbanised area agglomeration or urban centre) as a continuously built up land mass of urban development that is within a labor market ...
Gensim is an open-source library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities, using modern statistical machine learning. Gensim is implemented in Python and Cython for performance. Gensim is designed to handle large text collections using data streaming and ...
Indonesia is divided into 38 provinces. [4] Nine provinces have special status: Jakarta Special Region: Jakarta is the largest city of Indonesia. The Governor of Jakarta has the power to appoint and dismiss mayors and regent within the region. The local government is allowed to co-operate with other cities from other countries.
This list of city nicknames in Indonesia compiles the aliases, sobriquets, and slogans that cities are known by (or have been known by historically), officially and unofficially, to municipal governments, local people, outsiders or their tourism boards.
In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis.Typically, the representation is a real-valued vector that encodes the meaning of the word in such a way that the words that are closer in the vector space are expected to be similar in meaning. [1]
The terms kota besar (big city), and kota kecil (small city or town), were used since the implementation of the Act Number 22 of 1948. Kota Besar was an urban equivalent of kabupaten (), which was the country's second level subdivision, just below province.
Bekasi (Indonesian pronunciation:, Sundanese: ᮘᮨᮊᮞᮤ) is the city with the largest population in the province of West Java, Indonesia, located on the eastern border of Jakarta. It serves as a commuter city within the Greater Jakarta. According to the 2020 Census by Statistics Indonesia (BPS), Bekasi had 2,543,676 inhabitants. [2]