| Title |
Is Combining Classifiers with Stacking Better than Selecting the Best One?
|
|---|---|
| Published in |
Machine Learning, March 2004
|
| DOI | 10.1023/b:mach.0000015881.36452.6e |
| Authors |
Saso Džeroski, Bernard Ženko |
Mendeley readers
The data shown below were compiled from readership statistics for 526 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| United States | 9 | 2% |
| United Kingdom | 3 | <1% |
| Brazil | 2 | <1% |
| Canada | 2 | <1% |
| Germany | 2 | <1% |
| Israel | 2 | <1% |
| France | 1 | <1% |
| Austria | 1 | <1% |
| Australia | 1 | <1% |
| Other | 15 | 3% |
| Unknown | 488 | 93% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Ph. D. Student | 126 | 24% |
| Student > Master | 89 | 17% |
| Researcher | 62 | 12% |
| Student > Doctoral Student | 40 | 8% |
| Student > Bachelor | 35 | 7% |
| Other | 80 | 15% |
| Unknown | 94 | 18% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 271 | 52% |
| Engineering | 37 | 7% |
| Mathematics | 19 | 4% |
| Agricultural and Biological Sciences | 12 | 2% |
| Business, Management and Accounting | 11 | 2% |
| Other | 62 | 12% |
| Unknown | 114 | 22% |
Attention Score in Context
This research output has an Altmetric Attention Score of 6. 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 03 March 2020.
All research outputs
#5,629,250
of 26,017,215 outputs
Outputs from Machine Learning
#167
of 1,266 outputs
Outputs of similar age
#12,006
of 65,310 outputs
Outputs of similar age from Machine Learning
#1
of 8 outputs
Altmetric has tracked 26,017,215 research outputs across all sources so far. Compared to these this one has done well and is in the 75th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,266 research outputs from this source. They receive a mean Attention Score of 4.3. This one has done well, scoring higher than 82% 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 65,310 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 69% of its contemporaries.
We're also able to compare this research output to 8 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