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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 ...
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.
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 ...
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 ...
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]
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.
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.
APEKSI, the Asosiasi Pemerintah Kota Seluruh Indonesia or Association of the Indonesia Municipalities (AIM). Established on 25 May 2000. In accordance with Act No. 22 Year 1999 on Local Government and Presidential Decree No. 49 Year 2000 on the Establishment of Dewan Pertimbangan Otonomi Daerah (DPOD) or Regional Autonomy Advisory Council, Ministry of Home Affairs and Regional Autonomy issued ...