newsmap
所属分类:人工智能/神经网络/深度学习
开发工具:R
文件大小:0KB
下载次数:0
上传日期:2023-10-07 16:32:22
上 传 者:
sh-1993
说明: 这是CRAN R软件包存储库的只读镜像。新闻地图-地理文献分类的半监督模型...,
(??This?is?a?read-only?mirror?of?the?CRAN?R?package?repository. newsmap?—?Semi-Supervised?Model?for?Geographical?Document?Classification.?Homepage:?https://github.com/koheiw/newsmap Report?bugs?for?this?package:?https://github.com/koheiw/newsmap/issues)
文件列表:
DESCRIPTION (2341, 2023-10-07)
LICENSE (48, 2023-10-07)
MD5 (3336, 2023-10-07)
NAMESPACE (1334, 2023-10-07)
NEWS.md (2143, 2023-10-07)
R/ (0, 2023-10-07)
R/data.R (2386, 2023-10-07)
R/predict.R (3695, 2023-10-07)
R/textmodel-methods.R (4904, 2023-10-07)
R/textmodel.R (10501, 2023-10-07)
R/utils.R (453, 2023-10-07)
data/ (0, 2023-10-07)
data/data_dictionary_newsmap_ar.RData (6785, 2023-10-07)
data/data_dictionary_newsmap_de.RData (7281, 2023-10-07)
data/data_dictionary_newsmap_en.RData (6455, 2023-10-07)
data/data_dictionary_newsmap_es.RData (7089, 2023-10-07)
data/data_dictionary_newsmap_fr.RData (7199, 2023-10-07)
data/data_dictionary_newsmap_he.RData (6377, 2023-10-07)
data/data_dictionary_newsmap_it.RData (6878, 2023-10-07)
data/data_dictionary_newsmap_ja.RData (5587, 2023-10-07)
data/data_dictionary_newsmap_pt.RData (9054, 2023-10-07)
data/data_dictionary_newsmap_ru.RData (6666, 2023-10-07)
data/data_dictionary_newsmap_zh_cn.RData (6170, 2023-10-07)
data/data_dictionary_newsmap_zh_tw.RData (7483, 2023-10-07)
inst/ (0, 2023-10-07)
inst/CITATION (411, 2023-10-07)
inst/WORDLIST (290, 2023-10-07)
man/ (0, 2023-10-07)
man/accuracy.Rd (614, 2023-10-07)
man/afe.Rd (441, 2023-10-07)
man/as.coefficients_textmodel.Rd (534, 2023-10-07)
man/as.statistics_textmodel.Rd (434, 2023-10-07)
man/as.summary.textmodel.Rd (374, 2023-10-07)
man/data_dictionary_newsmap_ar.Rd (356, 2023-10-07)
man/data_dictionary_newsmap_de.Rd (348, 2023-10-07)
man/data_dictionary_newsmap_en.Rd (360, 2023-10-07)
man/data_dictionary_newsmap_es.Rd (368, 2023-10-07)
man/data_dictionary_newsmap_fr.Rd (367, 2023-10-07)
man/data_dictionary_newsmap_he.Rd (347, 2023-10-07)
man/data_dictionary_newsmap_it.Rd (363, 2023-10-07)
... ...
## Changens in v0.8.3
* Fix for changes in the Matrix package v1.5
## Changens in v0.8.2
* Add `min_conf` to `predict()`
* Add experimental argument `entropy` to `textmodel_newsmap()`
## Changens in v0.8.1
* Update the seed words for UA (#64)
## Changens in v0.8.0
* Add Portuguese dictionary
* Add "Saigon" to VE in selected languages (#47)
* Add `label` and `drop_label` to `textmodel_newsmap()`
* Add `rescale` and `min_n` to `predict()`
* Add `print()` methods for fitted models
## Changens in v0.7.4
* Change predicted values to factor with all labels in training data
## Changes in v0.7.3
* Update tests for quanteda v3.0
## Changes in v0.7.2
* Make `predict()` significantly faster
## Changes in v0.7.1
* Improve efficiency of `textmodel_newsmap()`
* Add compatibility with newer `textstat_entropy()`
## Changes in v0.7.0
* Add Hebrew and Arabic seed dictionaries
## Changes in v0.6.9
* Clean up Italian, German and Spanish seed dictionaries
## Changes in v0.6.8
* Add Italian seed dictionary
## Changes in v0.6.7
#### Dictionary updates
* Correct Japanese seed words for DE, MG and EC
## Changes in v0.6.4
#### Bug fixes
* Return NA for documents that do not have known features
* Drop document variables to avoid slowdown and warnings
#### New data
* Add Chinese (simplified and traditional) seed dictionaries
* Add French seed dictionary
#### New function
* Add a function to compute average feature entropy (AFE)
## Changes in v0.6.0
#### Bug fixes
* Fix error in `textmodel_newsmap()` when smooth is < 1.0
* Fitted models no longer include classes that did not occur in training set
## Changes in v0.4.6
#### New functions
* Add `coef()` and `coefficients()` methods
#### Dictionary updates
* Add Russian language seed dictionary
* Correct Cook Islands' country code from CC to CK, and remove it from POL
* De facto capital cities of TZ, ZA, NG and BO are added to all dictionaries
* CC is added to DE, JA and EN dictionaries
* Dictionary entries are sorted in alphabetical order of country code
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