File size: 1,400 Bytes
ebdb5af | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | import os
import json
import math
class Results:
def __init__(self, filepath, DOMAINS) -> None:
self.filepath = filepath
self.best_intermediate_results_list = []
self.other_results_list = []
self.DOMAINS = DOMAINS
self.best_f1_scores = {
domain: {
"cross_domain_f1": -math.inf,
"params": {},
"balance": None,
"pos_prob": None,
"ner_prob": None
}
for domain in self.DOMAINS
}
def best_intermediate_results(self, result):
self.best_intermediate_results_list.append(result)
with open(os.path.join(self.filepath, 'best_intermediate_self.json'), "w", encoding="utf-8") as f:
json.dump(self.best_intermediate_results_list, f, ensure_ascii=False,
indent=4)
def best_final_results(self):
with open(os.path.join(self.filepath, 'best_final_self.json'), "w", encoding="utf-8") as f:
json.dump(self.best_f1_scores, f, ensure_ascii=False, indent=4)
def other_results(self, result):
self.other_results_list.append(result)
with open(os.path.join(self.filepath, 'other_self.json'), "w", encoding="utf-8") as f:
json.dump(self.other_results_list, f, ensure_ascii=False,
indent=4)
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