Käynnissä

Statistical data analysis needed.

I got 3 tables as attached. All automatic metrics (BLEU, NIST, TER, METEOR, EBLEU, RIBES) are from 0 to 100 only NIST is from 0 to 15 and TER - the lower the better.

In this tables rows are test samples. I asked 10 people to do some task. They had to do transcription from text that was read for them. The same was done using automatic computer system. In excel I have 3 sheets, Sheet 1 is comparison between original text and work done by humans, Sheet 2 has comparison between original text and automatic system work. Sheet 3 has comparison between human work and automatic tool - the better scores the more similar.

NER is evaluation done by humans and REDUCTION is how much humans made text shorter. Best results are obtained when NER and REDUCTION are higher. But is not that easy because sometimes when NER is lower REDUCTION may be higher so those must be somehow averaged.

What I need is some analysis of how the automatic work correlates with the one done by humans, I need information if automatic work correlates with work done by humans, some information which metric is most reliable - sometimes for example BLEU decreases when EBLEU rises.

For all of those I would need significance tests.

Most importantly I need comparison of each metric to (NER and REDUCTION) so to human work, I need knowledge which metric mostly correlates with human judgements and if some will correlate I would need significance and confidence for this measurements. Also I would need what levels of those metrics would be equivalent to NER and REDUCTION values.

I would also need a very detailed description how analysis was conducted and a very detailed explanation of obtained analysis results.

Finally I would need some visualization for example using some diagrams - the results can be normalized for easier understanding.

In some time I will add a 1-3 columns with other metrics and I will need to add comparison. So the methods you choose should be easy to upgrade results when I got new data.

Taidot: Analytiikka, Tutkimus, SPSS Statistics, Tilastoanalyysi, Tilastotiede

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Tietoa työnantajasta:
( 139 arvostelua ) Czestochowa, Poland

Projektin tunnus: #7943723

Myönnetty käyttäjälle:

labiblm

Willing to do the job and i can do this easily. However, let me know about you position. will be waiting for your response.

350 $ USD 3 päivässä
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5.8

19 freelanceria on tarjonnut keskimäärin 378 $ tähän työhön

Xazoo

Hello! I am experienced true professional with over half thousand reviews on this website. I have all the required skills and I would love to work with you on long term basis. Basically i am a Chartered Accountant and Lisää

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ProDataAnalyzer

Hi, I am interested to the job you recently posted. I have been a professional statistical analyst for over six years. I am an expert user of SPSS, STATA, Eviews, gretl, Minitab and MS Excel. Please visit my public Lisää

400 $ USD 6 päivässä
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academicintegrit

Greetings... I have done M.S and currently enrolled in PhD program. I am well versed with all parameters of research and academic writing. In addition, I have access of worlds' largest databases such as EBSCOhost, Oxfo Lisää

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mulwal

Hello, am sure i can help you in completing your analysis on statistical data using [url removed, login to view] message me so as to discuss further on the [url removed, login to view]

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ognjen011

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shoguna2m

Hello, my name is Andrés. First of all thank you for considering my offer. I am an industrial engineer with more than four years of experience in the simulation, process improvement and data analysis fields. Within thi Lisää

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dpune

Hi, I have more than 14 years of VBA/Excel exp and I am expert in this kind of work. I have completed more than 240 projects. Please look at the feedback left by my employers to know more about my work. Wai Lisää

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DevDataAnalyst

Hi. I have good experience with data analytics and statistical testings.I am sure we can work together for your project. Feel free to contact me when you wish to discuss further. Thanks.

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katudeni

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aleksandraspss

Hello, First, I would like to introduce myself: I am postgraduate psychology student (GPA 10 out of 10) with 5 years of experience in scientific research, statistical analysis and methodology (survey-design), deve Lisää

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prostatguru

Hi, I am new in Freelancer but not an agent, have MSc in Statistics, expertise on statistical methods, expertise on several statistical packages including SPSS, STATA, Minitab, MS Excel. I can analyze the three she Lisää

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SakhawatMaqpon

Hello Sir! I am an economics student about to graduate, on my summer vacations so got a lot of time. Also I took econometrics and statistics and data analysis in my previous semesters so my knowledge and leanings are Lisää

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wolass

Cześć! Jestem zainteresowany wykonaniem twojego projektu. Jestem doktorantem i obecnie pracuję w Berlinie. Statystyką zajmuję się już od 5 lat. Prowadzę swoje badania i robię sam do nich statystykę (w dziedzinie Lisää

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francescocoverta

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BEGUERISSE

Hi there, I just review the work and it is really simply, I am an actuary studying an MBA and a master in finance, so I did a lot of work like this one before. Please fell free to ask me anything that make you feel mor Lisää

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alexsuhoy

Hi , I have all the experience needed to accomplish the tasks you outlined. I have excellent skills working with SPSS, Eviews, STATA. I have a wide experience with data analyze, developed models etc. I also have th Lisää

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caitsimop

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Gradgeek

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anuraggupta131

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