Giter Club home page Giter Club logo

Comments (6)

Expertium avatar Expertium commented on June 28, 2024

Oh wait, I just realized that FFTKDE supports weighting. So we can calculate the mode more accurately by using the square root of the number of reviews.
Note that this time I decided not to sort the values, so instead the order is HRM, HSM, KDE:

[0.3534, 0.3601, 0.5294]
[0.9, 0.9, 0.9759]
[2.3, 2.5861, 2.5091]
[10.9, 10.9, 365.0]
[5.0491, 5.049, 5.0304]
[1.0598, 1.0597, 0.1]
[0.7406, 0.86, 0.8587]
[0.0, 0.0, 0.0]
[1.49, 1.49, 1.4894]
[0.1, 0.1, 0.1]
[0.94, 0.94, 0.9414]
[2.1257, 2.18, 2.1809]
[0.01, 0.01, 0.01]
[0.34, 0.34, 0.3397]
[1.26, 1.26, 2.0]
[0.0, 0.0, 0.0]
[2.61, 2.61, 4.0]

from srs-benchmark.

Expertium avatar Expertium commented on June 28, 2024

So here's the final result:
[0.3568, 0.9, 2.5476, 10.9, 5.049, 1.0598, 0.8594, 0.0, 1.49, 0.1, 0.94, 2.1804, 0.01, 0.34, 1.26, 0.0, 2.61]
It's pretty clear that the mode is affected by the default value of a parameter a lot. So I think it's necessary to exclude all values that are equal to their defaults. For example, say S0 is 10.9 for some user. That's the default value. So we need to remove it before calculating the mode.

from srs-benchmark.

Expertium avatar Expertium commented on June 28, 2024

Here are the new best modes, after excluding users who have 1 (or more) parameter that is exactly equal to it's default value:
[0.5738, 1.4817, 2.3917, 6.1572, 5.049, 1.0598, 0.7226, 0.0, 1.3714, 0.1, 0.8204, 2.1257, 0.01, 0.2692, 1.1412, 0.0, 2.7572]

from srs-benchmark.

Expertium avatar Expertium commented on June 28, 2024

Slightly unrelated. but I noticed that w[12] is distributed pretty much uniformly. All other parameters follow some sort of non-uniform distribution.
w 12

from srs-benchmark.

L-M-Sherlock avatar L-M-Sherlock commented on June 28, 2024

I find that w[15]'s mode is zero. It's a signal that many users press hard when they should press again, because the stability didn't increase (if we didn't clamp it, it could be negative).

from srs-benchmark.

Expertium avatar Expertium commented on June 28, 2024

We could allow SInc for "Hard" to be less than 1, in other words, allow stability to decrease, but that will likely lead to a new type of Ease Hell, where the user keeps pressing "Hard" and the intervals get shorter and shorter.

from srs-benchmark.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.