From b71b36d2f73a72fbff2c5fb10480f473da05d94c Mon Sep 17 00:00:00 2001 From: Raymond Hoagland <hoaglan2@illinois.edu> Date: Sun, 26 Oct 2014 12:32:49 -0500 Subject: [PATCH] Fixed encoding error for computer classification. Removed words causing encoding errors. --- .../6_recallClassification_Bayes_New_Data.py | 10 +- .../6_recallClassification_Bayes_New_Data.pyc | Bin 7817 -> 7915 bytes Scripts/7_automatedSteps.py | 4 +- Unique_Data/best_keywords.txt | 858 ++++++++++++++++++ Unique_Data/unique2007_classified.xls | Bin 0 -> 166400 bytes 5 files changed, 869 insertions(+), 3 deletions(-) create mode 100644 Unique_Data/unique2007_classified.xls diff --git a/Scripts/6_recallClassification_Bayes_New_Data.py b/Scripts/6_recallClassification_Bayes_New_Data.py index 4203b14..9f99e02 100644 --- a/Scripts/6_recallClassification_Bayes_New_Data.py +++ b/Scripts/6_recallClassification_Bayes_New_Data.py @@ -41,8 +41,16 @@ def selectFeatures(train_set, train_text, k): #words = [wnl.lemmatize(t, 'v') for t in words] print str(len(words))+' words found.' + clean_words = [] + for word in words: + try: + v = nltk.pos_tag(word) + clean_words.append(word) + except: + continue + # Tagging of the parts of speech - tagged_words = nltk.pos_tag(words) + tagged_words = nltk.pos_tag(clean_words) words = [word for (word, tag) in tagged_words if tag in ['NN','JJ','NNS','RB','VB','VBD','VBG','VBN','VBP','VBZ']] #words = set(words).intersection(set(unigrams+ bigrams+trigrams)); # Get the frequency of words diff --git a/Scripts/6_recallClassification_Bayes_New_Data.pyc b/Scripts/6_recallClassification_Bayes_New_Data.pyc index 5a35e40d8ad44f02be27b0179d58da2e1f431bfb..75ba02db0ddfebcbee448e18e9fb9cc89631374e 100644 GIT binary patch delta 1536 zcmaJ>O=w(I6#nj=ai;T|d6{{6^FK+GN-5Z&1}T(m+DQGOg45WDCN^o`B+ew6WM*DX z3imN!5OF2tA}E3gZUk3#mae)e7Nv_)L>J;x7orG?ZawF|WDKMh-upP`+;h(NoqOMX z@6G-?8x8%LivKfx@mBP{Oiu#H(0iWV-jDicd9S|)_zCQug^FWt>1p^e+!%)!MQa2q zhCKm436(%Av+s(9&i4>P5YqE1y$k!<36q@ywNxo;R>h*^etsG%4Y!2#2)a{(y1pUN znG${+UZ038=4K*d96@Uod!#7?FAa~VGrUBPn}u`XIhJdgI84c?VFR(9!eR)17Jkks zPQuM$U7~was4P?tDv8yQVZJGR`=D(8;dLQ&?;feUEBrA-J!YsKW822gWA{@@Qs<UF zlzvu!9X`=_ZTL0pz7NIf-ZkpR;ZMLn4mE+6<S|<$Eo-J5!+IFq&!sBDb>R3#sN)AC 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@@ import os #markers for which sections to execute pieces = {"Retrieve": False, "Unique": True, "ClassifyS1": True, - "ClassifyS2": False, "Procodes": True} + "ClassifyS2": True, "Procodes": True} ''' SCRIPT 1 --> Retrieve the data @@ -23,7 +23,7 @@ if(pieces["Retrieve"]): basepath = './../Original_Data'; os.chdir(basepath) - #get data from 2005-2012 + #get data from 2006-2012 for Year in range(2007, 2008): print 'Year '+str(Year); startYear = Year; diff --git a/Unique_Data/best_keywords.txt b/Unique_Data/best_keywords.txt index e69de29..846f44c 100644 --- a/Unique_Data/best_keywords.txt +++ b/Unique_Data/best_keywords.txt @@ -0,0 +1,858 @@ +limited,0.00436636013761 +caused,0.0191131741793 +lack,0.0144507671053 +activated,0.0191131741793 +results,0.00154029959698 +alerting,0.0191131741793 +seals,0.00355533068551 +leads,0.00355533068551 +surgical,0.00714835563023 +sleep,0.0191131741793 +hydraulic,0.00355533068551 +skin,0.00355533068551 +ventilator,0.00436636013761 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