#maps wiki to test set
all_words, wiki_words, res_words, id_lst = Mapping.maps(wiki, results)
print("all words common between both lists:", len(all_words))
print("wiktionary cognate sets", len(wiki_words))
print("results cognate sets", len(res_words))
#compares data and outputs results
aux_test = Compare.compare(wiki_words, res_words, all_words)
#numbers borrowed to wiktionary
print("Borrowed whole wiki:")
Compare.get_frequency_of_borrowed(wiki)
#writes tsv separated for tp, fp, fn
Writer.write_csv(aux_test, "res/results_case.tsv")
#validation set
print("\nVALIDATION STARTS HERE:\n")
#maps wiki to validation set
all_val, wiki_val, res_words_val = Mapping.maps_val(
wiki, validation_set, id_lst)
print("all words common between both lists:", len(all_val))
print("wiktionary cognate sets", len(wiki_val))
print("results cognate sets", len(res_words_val))
#compares data and outputs tp, fp, fn
aux_val = Compare.compare(wiki_val, res_words_val, all_val)
#precision, recall, f1 for test and validation set
Compare.validation(aux_test, aux_val)
