₦airaland Forum

I suspect this man is waiting for Buhari to do his double term allowed then run as a southern candidate. Makes more sense.

Imagine only $60b of that being properly utilized to build refineries and power plants / power transmission alone. PDP ruined us with corruption.

Christians and non-Christians pay tax to cater for things they share. That's the purpose around which a govt is established and I wonder what the govt is doing with my tax if church contribution has to be used in bailing out the govt in infrastructure?
The church was directed to help the needy individuals and not the wasteful bodies.
I see this as misplaced priority.

Nothing is out of place or contradicting the APC current stance on Dapchi girls.

The military now feels like "The Northern Army". The warning letter sounds vague. It was like a general warning.

4kings:
Hey, did you read about the tf-idf(term frequency-inverse document frequency) i told you about in the other thread were you first raised this issue?
If you did, you would have solved your problem by now.

POS tagging may find similarity in sentence structure; for example; "'Buhari is the best president Nigeria ever had'" and "Trump is the best player China never had" would give the same part-of-speech structure but there aren't similar.
Well, pos tagging can only go far, but not far enough.

The purpose of TF-IDF is just to represent words as numbers(or vectorisation) for easy computation. From the name you would know this works by getting frequecny of words(normalized though) * total number of times words appear in a document(well this explanation is just me making it easy ).

This link should explain it simply for you and the code is written in java; It's been long i wrote Java code, but tf-idf should be easy to implement yourself once you understand it and i just skim through that link but i think it's explained simply enough.

After getting tf-idf of words in document, we can find similarity between two documents by computing the similarity between the two values(note that this values are represented as vectors for example 1,2,3 can be represented as (0,1), (0,2), (0,3) and (0,4))

And from mathematics we can find similarities between points in a graph or vector space with varieties of formulas including Euclidean distance, mahattan distance, jaccard similarity, cosine similarity and so on.

The best algorithm for this kind of situation is cosine similarity. I don't want to go into mathematical details of why it is, if you are an engineering student then it will be obvious why cosine similarity works best for one dimensional data(sparse vectors), if you are not, don't worry just memorise the formula for now, till you go deeper in machine learning.

I don't know how to write mathematical formulas well on a webpage last time i explained something similar to someone i used image and python code to explain, but seems the image is not showing again.

The image below shows the formula for cosine similarity.
Note that the tf-idf value you get for two documents represent A and B.

So the lower the value you get from calculating the similarity implies how dissimilar the documents are and vice-versa.
Just put a threshold value of say 0.6 to be comfortable or test for cross validation.

However, the link i gave also computes cosine similarity.

i have gone through your reply. I found that tf-idf concept too detailed for my task initially but after this reply I have to go research it further. The method I adapted gave almost 100% result when the keywords or important tokens weren't changing. I hope the tf-idf approach solves the challenge of interpreting synonyms in their context correctly.

EternalTruths:
Why not domesticate it and help it breed more of it's kind for sales.

That's in the spirit of anti-open grazing.

HungerBAD:
following

?

That's impressive.

HigherEd:
Of course we all know he ran away. FG sef no get him time again

I doubt he ran. His boys were ready with Camera for the army men before they raided his house. I think he is dead and the govt is pulling strings to secure 2019 and calm nerves internationally.

Trash show!

micfoley:
May God punish all these looters. I just wish government could recover all this money and immediately deploy it to projects like railways and power

For every one of such media show off, there are practically 20 other recovery unpublished that feature the owners of this country prominently.

maisauki:
someone that built schools and assigned facility manager to maintain each will not provide for common fuellin of buses? he's not like your dotard governor

and who is your dotard governor?

His daughter.

Really! You try oh.

It has been there for long but herdsmen carried sticks and not guns.

That's after his loot must have yeilded N400m in interest.

The were technically attacked. . .

I hope he has made provision for fueling of the buses!
He doesn't appear to understand recurrent expenditure is just as important as capital investment in provision of service.

When will they negotiate bubu's resignation?

The recession is still catching them.

Ideally you are not suppose to cram dumps in 2 weeks but go through the practicals

HeyCorleone:
Lol. I won't resort to insults to prove my point old man.

That is a device solely meant for the insecure. �

That is insecurity. The need to maintain & reinforce a secure outlook

HeyCorleone:
You're the one seeing it as attacks because of insecurity. When you are in a powerful position, you boast about it. Those who are inferior would see it as an attack.

did you type the bold by yourself?

HeyCorleone:
You're the one seeing it as attacks because of insecurity. When you are in a powerful position, you boast about it. Those who are inferior would see it as an attack.

You are not as smart as you think son. The public uni girl made the "olodo" tweet and insecure folks joined her in bashing. Read the OP screenshots properly and stop this display of mumu-ish smartness.

frosbel2:
So we should aim to convert the whole of Nigeria through conviction?

That's most logical road to religion. Personal conviction. And not charms, spells, forceful initiation, or kidnapping

Caseless:



The public schools in your place needs help, if that is the case.


Learn not to generalize . I attended a public school. It's practically impossible to sort your way through.

When people talk of "sorting", I find it strange cos our system did not allow it. If it was that easy, those influential people and children of professors , heads of department, Deans , lecturers, etc, won't be having issues of failure like everyone did on campus.

the bold is also true for private uni. Next time u guys should learn to be reasonable when pulling down your competition.

Caseless:
see as e de pain you. But it was easy to say those in public universities sorts. So the external examiners consideration doesn't include the public schools? The only space external examiners work is in private universities.

Yes

HeyCorleone:
Daft salvos of display of confidence?
.If there's anything peculiar about Private Uni products, it's their unrivaled inferiority complex.

Listen to yourself. If private uni grads are feeling inferior why is it the public uni grad who always start the attack? Have you seen truly successful folks who gather to gossip the not so successful folks around them?

Go for a core-i5 or a laptop with minimum of 3mb cache and 4GB RAM
Some laptop won't let you run xampp, netbean, vstudio smoothly.

Amarabae:
Nonsense.
Federal universities flog many of dis upgraded secondary schools called private university..
Even in place of work , I don't trust fully all these medical graduates from private universities,
I don't want to go into stories ,it will sound a bit unprofessional.
Go to private university and see the abracadabra they are doing for them Dia .

Have you seen a private university student staying extra year rewriting failed courses?
Money answered all tinx Dia

Your ignorance is crystal clear. Go to CU and ask for percentage with extra year and failed courses. Stop assumming silly stuffs inside your head.

Caseless:
as much as I don't like this competition between private and public universities, it's important they're told what it is. Brains can be found anywhere.

some brains sorted & cheated 50% of their workload and are untested.