Comments (1)
According to the follow-up experimental results, I found that the method classification
performed well among comparative methods. Here is a results on 18 datasets using 4 comparative methods.
- M1: ReConfig
- M2: Rank-based
- M3: Classification
- M4: Random Deletion
TABLE I. RDTie on 18 datasets using four comparative methos
Datasets | M1 M2 M3 M4 | M1 M2 M3 M4 | M1 M2 M3 M4 | M1 M2 M3 M4 |
---|---|---|---|---|
Top-1 | Top-3 | Top-5 | Top-10 | |
Apache | 8.0 8.9 8.5 9.6 | 4.0 3.8 3.3 4.2 | 2.7 2.1 1.6 2.3 | 1.5 0.8 0.6 1.2 |
BDBJ | 11.3 10.9 10.7 10.5 | 6.3 5.8 5.8 5.6 | 4.1 3.6 3.8 3.5 | 2.1 1.4 1.7 1.5 |
clasp | 27.7 31.1 20.9 29.5 | 10.9 12.5 9.1 10.2 | 7.7 7.8 5.1 7.1 | 6.4 4.3 3.9 5.6 |
lrzip | 24.1 24.4 18.6 25.0 | 10.0 10.4 7.8 9.7 | 6.1 6.0 4.7 6.7 | 4.1 2.9 2.8 5.0 |
noc-obj1 | 11.4 12.2 9.9 14.2 | 5.2 4.5 3.5 4.9 | 3.5 2.4 1.9 2.9 | 2.8 1.0 1.2 1.9 |
noc-obj2 | 10.6 10.3 6.7 9.3 | 4.2 4.5 3.0 4.4 | 3.2 2.8 2.2 3.4 | 2.3 1.4 1.3 2.8 |
snw-obj1 | 7.4 7.5 6.6 7.3 | 3.3 3.2 2.8 3.2 | 2.5 2.3 2.0 2.3 | 1.2 0.9 0.8 0.9 |
snw-obj2 | 6.9 6.8 6.9 6.6 | 2.2 2.2 2.2 2.1 | 1.0 1.0 1.0 1.0 | 0.4 0.5 0.3 0.4 |
sqlite | 183.8 202.5 217.7 196.3 | 95.4 100.4 97.8 103.1 | 67.3 66.8 65.2 71.1 | 40.3 36.3 42.1 41.6 |
wc+rs-3d-c4-obj1 | 16.7 16.7 15.7 16.1 | 6.3 6.4 5.8 5.8 | 4.4 4.3 4.0 4.0 | 2.2 1.8 1.7 1.8 |
wc+rs-3d-c4-obj2 | 4.7 5.0 4.4 4.7 | 2.0 2.2 1.9 2.1 | 1.4 1.4 1.3 1.5 | 0.7 0.5 0.6 0.8 |
wc+sol-3d-c4-obj1 | 18.8 18.6 18.3 19.0 | 7.4 7.9 7.3 7.9 | 5.2 5.3 5.1 5.4 | 2.9 2.6 2.7 3.2 |
wc+sol-3d-c4-obj2 | 4.7 4.7 4.7 4.6 | 1.9 2.0 1.8 1.9 | 1.2 1.2 1.0 1.2 | 0.7 0.5 0.5 0.6 |
wc+wc-3d-c4-obj1 | 14.8 15.5 13.7 15.3 | 3.7 4.2 4.5 4.7 | 2.0 2.1 2.7 3.0 | 1.1 0.7 1.5 1.6 |
wc+wc-3d-c4-obj2 | 6.0 6.1 5.8 6.4 | 2.6 2.5 2.5 2.8 | 1.7 1.5 1.7 1.9 | 1.1 0.5 0.9 1.3 |
wc-3d-c4-obj1 | 37.3 38.8 28.0 37.0 | 11.7 15.4 9.5 13.3 | 5.7 9.4 4.9 7.8 | 3.2 4.8 2.9 4.8 |
wc-3d-c4-obj2 | 23.3 24.4 17.1 25.8 | 10.2 12.4 6.9 12.5 | 7.2 8.6 4.1 8.7 | 5.1 5.4 2.1 5.7 |
WGet | 27.1 25.9 27.0 25.1 | 11.9 11.2 11.9 11.8 | 7.1 6.7 7.1 7.3 | 3.6 3.5 3.3 3.5 |
Throught the Table 1, we can find that M3 can achieve the lowest measurement (i.e., RDTie) in the most of datasets under the condition of Top-1, Top-3, Top-5, Top-10. Can we draw a conclusion that Classification is the best choose to solve the tie issue problem in configurable systems?
from reconfigsrc.
Related Issues (4)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from reconfigsrc.