Suoritettu

Prediction of updates

Hi,

I have a set of incidents with certain text named short description (text is in bilingual) with [login to view URL] updates.

Now, I want to predict [login to view URL] updates for a new incident based on past incident data sets.

How?

1)Text pre-processing

a) Cleaning the short description column

b) Creating two columns for each language separately

2) Prediction model from past data

a) Calculating TF-IDF value individually for each language

b) Estimation the category(as either High/Low) based on Naive Bayes classifier(F1-measure)

Few details....

Data format: CSV

Data size: 11200 rows

no. of updates class for categorizing :

1)High--if updates >= 12

2)Low--if upddates <12

Further details will be sent personally

Taidot: Data Cleansing, tiedonlouhinta, tietojenkäsittely, Machine Learning (ML), Python

Näytä lisää: tf-idf topic modeling, tf idf tutorial, tf-idf weighting python, el nino forecast 2019, el nino 2018-19, enso blog, el nino forecast california, enso index, enso forecast models, el nino tracker, el nino forecast 2018, tf idf keyword extraction python, tf-idf python github, tf idf python nltk, tf idf python sklearn, tf idf cosine similarity python, tf idf implementation, tf idf spark, tf idf python, tf idf function in r

Tietoa työnantajasta:
( 0 arvostelua ) Hamburg, Germany

Projektin tunnus: #19554436

Myönnetty käyttäjälle:

SrushtiGangiredd

Hey, Here is my plan on how to approach this. 1. Clean the text using scipy libraries. 2. Use bag of words / ngrams / tf-idf to convert the data into machine learning suitable one. 3. Develop the model to catego Lisää

€55 EUR 3 päivässä
(0 Arvostelua)
0.0
zainafzal003

Hi, I would love to work with you on this project. I have almost 2 years of experience working with the textual data , more specifically NLP. I have worked with the prediction of textual reviews using sentiment analysi Lisää

€31 EUR 4 päivässä
(2 Arvostelua)
2.5

9 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön

edecena75

Hi there... I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Please, send me your dataset and let Lisää

€250 EUR 3 päivässä
(77 arvostelua)
6.3
williams115

-Interested Job. Pro Data Mining, Data Processing, Machine Learning (ML), Python expert. Best result in time----- [login to view URL] I read your description very carefully. I am very interesting for your project because I Lisää

€50 EUR 1 päivässä
(37 arvostelua)
5.8
susanna2018

Hi, Sir!! i am a python expert and full-stack developer with full time. -):-):-) i want to help you with my python skills :-):-):-) “””” Specially Data Science , Data Analysis “””” i use sklearn for Mach Lisää

€55 EUR 1 päivässä
(22 arvostelua)
4.8
origami07

Salutations, I have been developing scripts in the python environment for many years. I can intern your tasks. I have experience with all of the following: Python / Deep Learning / Machine Learning / Image Processin Lisää

€50 EUR 6 päivässä
(10 arvostelua)
3.8
developersperhr

I am expert in shopify technology and I have created website and shopify [login to view URL] check below apps [login to view URL] [login to view URL] [login to view URL] [login to view URL] h Lisää

€19 EUR 7 päivässä
(0 arvostelua)
0.0
nasakaprasad0

Data cleansing Relevant Skills and Experience Master data management

€23 EUR 1 päivässä
(0 arvostelua)
0.0
GuriSandal

Hi, I'm a data scientist. I have knowledge of machine learning and spark. I worked on AI projects and big data problems.

€12 EUR 5 päivässä
(1 arvostelu)
0.0