From 744e5db758c5d9dac8c2b4e24dea35faebda0a5e Mon Sep 17 00:00:00 2001 From: dylodylo Date: Sun, 29 Mar 2020 21:22:20 +0200 Subject: [PATCH] naive-bayess solution --- dev-0/out.tsv | 10544 +++++++++++++++++++++++------------------------ solution.py | 13 +- test-A/out.tsv | 10304 ++++++++++++++++++++++----------------------- 3 files changed, 10435 insertions(+), 10426 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index 2537f3a..977a66d 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,5272 +1,5272 @@ -S -289.3529416475632 -289.61795596274584 -P -106.30241592097869 -104.98243186760989 -P -127.58559719084322 -124.22621099188416 -S -85.78904846019483 -88.01999549199957 -S -428.06882150911423 -432.4380924042015 -S -100.3616491702869 -101.18797858883353 -S -852.082234673528 -874.3938865497623 -P -57.79763699448935 -57.50068539226527 -P -53.62330015014162 -52.464863976719464 -P -254.90329517857128 -252.43787866636174 -P -735.7979273539999 -699.8870363566145 -P -49.139474890908566 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b/solution.py @@ -92,9 +92,9 @@ def predict_post_class(posts, sprob, pprob, word_logprobs): #print(total_p_prob) #print(total_s_prob) if total_p_prob > total_s_prob: - out_classes.append(['P', total_s_prob, total_p_prob]) + out_classes.append('P') else: - out_classes.append(['S', total_s_prob, total_p_prob]) + out_classes.append('S') return out_classes @@ -109,3 +109,12 @@ def predict_posts(path): predict_posts("dev-0") predict_posts("test-A") + +with open("dev-0/out.tsv") as out_file, open("dev-0/expected.tsv") as exp_file: + counter = 0 + positive = 0 + for out_line, exp_line in zip(out_file, exp_file): + counter+=1 + if " "+out_line == exp_line: + positive += 1 + print(positive/counter) \ No newline at end of file diff --git a/test-A/out.tsv b/test-A/out.tsv index edc5dcc..83900f9 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,5152 +1,5152 @@ -S -76.50701818891139 -76.60509563986885 -P -106.65484414635569 -104.60104425696207 -P -270.66030728709774 -227.81372528249258 -P 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