Semi-Supervised Model for Geographical Document Classification
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Documentation for package ‘newsmap’ version 0.9.0
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| accuracy | Evaluate classification accuracy in precision and recall |
| afe | Compute average feature entropy (AFE) |
| coef.textmodel_newsmap | Extract coefficients for features |
| coefficients.textmodel_newsmap | Extract coefficients for features |
| data_dictionary_newsmap_ar | Seed geographical dictionary in Arabic |
| data_dictionary_newsmap_de | Seed geographical dictionary in German |
| data_dictionary_newsmap_en | Seed geographical dictionary in English |
| data_dictionary_newsmap_es | Seed geographical dictionary in Spanish |
| data_dictionary_newsmap_fr | Seed geographical dictionary in French |
| data_dictionary_newsmap_he | Seed geographical dictionary in Hebrew |
| data_dictionary_newsmap_it | Seed geographical dictionary in Italian |
| data_dictionary_newsmap_ja | Seed geographical dictionary in Japanese |
| data_dictionary_newsmap_pt | Seed geographical dictionary in Portuguese |
| data_dictionary_newsmap_ru | Seed geographical dictionary in Russian |
| data_dictionary_newsmap_tr | Seed geographical dictionary in Turkish |
| data_dictionary_newsmap_zh_cn | Seed geographical dictionary in Chinese (simplified) |
| data_dictionary_newsmap_zh_tw | Seed geographical dictionary in Chinese (traditional) |
| predict.textmodel_newsmap | Prediction method for textmodel_newsmap |
| summary.textmodel_newsmap_accuracy | Calculate micro and macro average measures of accuracy |
| textmodel_newsmap | Semi-supervised Bayesian multinomial model for geographical document classification |