python


Automatic labeling of LDA generated topics


I'm trying to categorize customer feedback and I ran an LDA in python and got the following output for 10 topics:
(0, u'0.559*"delivery" + 0.124*"area" + 0.018*"mile" + 0.016*"option" + 0.012*"partner" + 0.011*"traffic" + 0.011*"hub" + 0.011*"thanks" + 0.010*"city" + 0.009*"way"')
(1, u'0.397*"package" + 0.073*"address" + 0.055*"time" + 0.047*"customer" + 0.045*"apartment" + 0.037*"delivery" + 0.031*"number" + 0.026*"item" + 0.021*"support" + 0.018*"door"')
(2, u'0.190*"time" + 0.127*"order" + 0.113*"minute" + 0.075*"pickup" + 0.074*"restaurant" + 0.031*"food" + 0.027*"support" + 0.027*"delivery" + 0.026*"pick" + 0.018*"min"')
(3, u'0.072*"code" + 0.067*"gps" + 0.053*"map" + 0.050*"street" + 0.047*"building" + 0.043*"address" + 0.042*"navigation" + 0.039*"access" + 0.035*"point" + 0.028*"gate"')
(4, u'0.434*"hour" + 0.068*"time" + 0.034*"min" + 0.032*"amount" + 0.024*"pay" + 0.019*"gas" + 0.018*"road" + 0.017*"today" + 0.016*"traffic" + 0.014*"load"')
(5, u'0.245*"route" + 0.154*"warehouse" + 0.043*"minute" + 0.039*"need" + 0.039*"today" + 0.026*"box" + 0.025*"facility" + 0.025*"bag" + 0.022*"end" + 0.020*"manager"')
(6, u'0.371*"location" + 0.110*"pick" + 0.097*"system" + 0.040*"im" + 0.038*"employee" + 0.022*"evening" + 0.018*"issue" + 0.015*"request" + 0.014*"while" + 0.013*"delivers"')
(7, u'0.182*"schedule" + 0.181*"please" + 0.059*"morning" + 0.050*"application" + 0.040*"payment" + 0.026*"change" + 0.025*"advance" + 0.025*"slot" + 0.020*"date" + 0.020*"tomorrow"')
(8, u'0.138*"stop" + 0.110*"work" + 0.062*"name" + 0.055*"account" + 0.046*"home" + 0.043*"guy" + 0.030*"address" + 0.026*"city" + 0.025*"everything" + 0.025*"feature"')
Is there a way to automatically label them? I do have a csv file which has feedbacks manually labeled, but I do not want to supply these labels myself. I want the model to create labels. Is it possible?

Related Links

Writing a function to initialize classes with uncertain input?
Batch Rendering file from a python script without openeing Maya
Python hex to binary fail
Post and redirect to cross domain URL
Use Unicode text with seaborn
If Loop - Index out of range
Making a Turtle Object Look Look Further for Another Object
Facebook Bot sending reply multiple times
DNS query forwarding if local DNS is resolving
Loading flask configuration using from_object
Python OrderedDict with lambda [duplicate]
TypeError: unorderable types: dict() > dict()
How to install python sipconfig module on win7
Selenium timeout exception even after loop is executed
Converting a unique columns into SFrame headers with corresponding values
ttk progress bar freezing

Categories

HOME
converter
sidekiq
payment-gateway
rotation
boost-thread
google-sheets-api
deep-linking
bibtex
flyway
webdav
adsense
tumblr
vuex
google-classroom
click
cockroachdb
ctypes
uisplitviewcontroller
python-unicode
session-timeout
factor-analysis
excel-2010
apple-tv
header-files
piwik
npm-install
jflex
samsung-mobile
jenkins-job-dsl
version-numbering
data-conversion
reactiveui
bxslider
dhtmlx-scheduler
svnkit
ipfw
pyscripter
getline
modelandview
jquery-cycle2
boilerplate
poco-libraries
equivalence
nsexception
jrules
worker
php-ews
vcf
number-theory
jags
tiddlywiki
decompress
pluck
scd
static-code-analysis
unity3d-editor
communication-protocol
redux-router
gulp-typescript
tomee
galleriffic
angularjs-ng-pattern
qregexp
brython
mongo-c-driver
concur
post-processing
web-essentials
servlet-3.0
coldfusion-7
sourcegear-vault
abas
prezto
callstack
google-hadoop
jazz
hiera
uptodate
searchkick
sqoop2
c++-actor-framework
obfuscar
mser
wss
magicalrecord-2.2
document-database
java.util.date
dig
stagefright
google-closure-library
mailcore
pep8
appfog
vt100
mpmovieplayer
die
v4l
ou
galaxy-tab
datamember
sendfile
yajl
chdatastructures
hmacsha1
web-analytics-tools
ajaxpro

Resources

Mobile Apps Dev
Database Users
javascript
java
csharp
php
android
MS Developer
developer works
python
ios
c
html
jquery
RDBMS discuss
Cloud Virtualization
Database Dev&Adm
javascript
java
csharp
php
python
android
jquery
ruby
ios
html
Mobile App
Mobile App
Mobile App