From 84b8b45e763fb64697c2bb6eef5469e2c585c6d0 Mon Sep 17 00:00:00 2001 From: Bartosz Ogonowski Date: Sat, 2 May 2020 18:49:56 +0200 Subject: [PATCH] laptop commit fixed naive baise --- code.py | 9 +- code_prediction.py | 4 - dev-0/out.tsv | 9660 +++++++++++++++++++++--------------------- naive_base_model.pkl | Bin 65 -> 8922801 bytes test-A/out.tsv | 9490 ++++++++++++++++++++--------------------- 5 files changed, 9578 insertions(+), 9585 deletions(-) diff --git a/code.py b/code.py index 87fcbb9..a79d400 100644 --- a/code.py +++ b/code.py @@ -28,18 +28,13 @@ def calc_word_count(in_path, expected_path): word_counts = {'paranormal':defaultdict(int), 'skeptic': defaultdict(int)} with open(in_path,encoding='utf-8') as in_file, open(expected_path,encoding='utf-8') as expected_file: for line, exp in zip(in_file, expected_file): - class_ = exp.rstrip('\n') - #.replace(' ','') + class_ = exp.rstrip('\n').replace(' ','') text, timestamp = line.rstrip('\n').split('\t') text = text.lower() text = re.sub(r'\\n+', " ", text) text = re.sub(r'http\S+', " ", text) - text = re.sub(r'\/[a-z]\/', " ", text) - text = re.sub(r'[^a-z]', " ", text) - text = re.sub(r'\s{2,}', " ", text) text = re.sub(r'(\s+|\\n)', ' ', text) text = re.sub(r'\W\w{1,3}\W|\A\w{1,3}\W', " ", text) - text = re.sub(r'^\s', "", text) tokens = text.split(' ') for token in tokens: if class_ == 'P': @@ -67,6 +62,8 @@ def calc_word_logprobs(word_counts): def main(): paranomal_class_logprob, skeptic_class_logprob = calc_class_logprob("train/expected.tsv") word_counts=calc_word_count("train/in.tsv","train/expected.tsv") + word_counts['paranormal'][''] = 0 + word_counts['skeptic'][''] = 0 word_logprobs = calc_word_logprobs(word_counts) pickle.dump([paranomal_class_logprob, skeptic_class_logprob, word_logprobs], open('naive_base_model.pkl','wb')) diff --git a/code_prediction.py b/code_prediction.py index c6df20e..683a142 100644 --- a/code_prediction.py +++ b/code_prediction.py @@ -21,12 +21,8 @@ def prediction(input,output): text = text.lower() text = re.sub(r'\\n+', " ", text) text = re.sub(r'http\S+', " ", text) - text = re.sub(r'\/[a-z]\/', " ", text) - text = re.sub(r'[^a-z]', " ", text) - text = re.sub(r'\s{2,}', " ", text) text = re.sub(r'(\s+|\\n)', ' ', text) text = re.sub(r'\W\w{1,3}\W|\A\w{1,3}\W', " ", text) - text = re.sub(r'^\s', "", text) tokens = text.split(' ') for token in tokens: if token not in word_logprobs['paranormal']: diff --git a/dev-0/out.tsv b/dev-0/out.tsv index fc04eec..10f97fb 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,301 +1,87 @@ -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 -1 -1 0 -1 -1 -1 -1 -1 -1 0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 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