| Title |
Active Sampling for Class Probability Estimation and Ranking
|
|---|---|
| Published in |
Machine Learning, February 2004
|
| DOI | 10.1023/b:mach.0000011806.12374.c3 |
| Authors |
Maytal Saar-Tsechansky, Foster Provost |
Mendeley readers
The data shown below were compiled from readership statistics for 100 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| United States | 5 | 5% |
| Switzerland | 2 | 2% |
| Germany | 2 | 2% |
| Sweden | 2 | 2% |
| Turkey | 1 | 1% |
| Australia | 1 | 1% |
| Ireland | 1 | 1% |
| Norway | 1 | 1% |
| Belgium | 1 | 1% |
| Other | 3 | 3% |
| Unknown | 81 | 81% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Ph. D. Student | 28 | 28% |
| Researcher | 24 | 24% |
| Other | 9 | 9% |
| Student > Master | 6 | 6% |
| Professor > Associate Professor | 5 | 5% |
| Other | 15 | 15% |
| Unknown | 13 | 13% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 62 | 62% |
| Engineering | 7 | 7% |
| Biochemistry, Genetics and Molecular Biology | 3 | 3% |
| Mathematics | 2 | 2% |
| Agricultural and Biological Sciences | 2 | 2% |
| Other | 7 | 7% |
| Unknown | 17 | 17% |
Attention Score in Context
This research output has an Altmetric Attention Score of 3. 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 02 January 2024.
All research outputs
#8,535,472
of 25,374,647 outputs
Outputs from Machine Learning
#344
of 1,225 outputs
Outputs of similar age
#37,615
of 146,672 outputs
Outputs of similar age from Machine Learning
#4
of 11 outputs
Altmetric has tracked 25,374,647 research outputs across all sources so far. This one is in the 43rd percentile – i.e., 43% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,225 research outputs from this source. They receive a mean Attention Score of 4.2. This one has gotten more attention than average, scoring higher than 56% 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 146,672 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 15th percentile – i.e., 15% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 11 others from the same source and published within six weeks on either side of this one. This one is in the 9th percentile – i.e., 9% of its contemporaries scored the same or lower than it.