| Title |
Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers
|
|---|---|
| Published in |
Journal of Internet Services and Applications, December 2010
|
| DOI | 10.1007/s13174-010-0014-7 |
| Authors |
Tiago A. Almeida, Jurandy Almeida, Akebo Yamakami |
X Demographics
The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| United States | 1 | 33% |
| Comoros | 1 | 33% |
| Brazil | 1 | 33% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Members of the public | 1 | 33% |
| Science communicators (journalists, bloggers, editors) | 1 | 33% |
| Scientists | 1 | 33% |
Mendeley readers
The data shown below were compiled from readership statistics for 67 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| China | 1 | 1% |
| Brazil | 1 | 1% |
| Unknown | 65 | 97% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Ph. D. Student | 14 | 21% |
| Student > Master | 12 | 18% |
| Student > Bachelor | 9 | 13% |
| Student > Doctoral Student | 3 | 4% |
| Lecturer | 2 | 3% |
| Other | 6 | 9% |
| Unknown | 21 | 31% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 36 | 54% |
| Engineering | 2 | 3% |
| Arts and Humanities | 1 | 1% |
| Psychology | 1 | 1% |
| Business, Management and Accounting | 1 | 1% |
| Other | 2 | 3% |
| Unknown | 24 | 36% |
Attention Score in Context
This research output has an Altmetric Attention Score of 5. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 21 March 2016.
All research outputs
#5,897,110
of 22,852,911 outputs
Outputs from Journal of Internet Services and Applications
#48
of 182 outputs
Outputs of similar age
#43,139
of 180,677 outputs
Outputs of similar age from Journal of Internet Services and Applications
#1
of 4 outputs
Altmetric has tracked 22,852,911 research outputs across all sources so far. This one has received more attention than most of these and is in the 73rd percentile.
So far Altmetric has tracked 182 research outputs from this source. They receive a mean Attention Score of 4.5. This one has gotten more attention than average, scoring higher than 73% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 180,677 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 75% of its contemporaries.
We're also able to compare this research output to 4 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them