ALL libraries (COBIB.SI union bibliographic/catalogue database)
-
Capacity of a supervised learning algorithmBrumen, Boštjan ...Knowledge discovery is a process of extracting knowledge from data. It consists of several steps, from identifying data sources, data preparation, and data cleaning, to the extraction process itself, ... the evaluation of the results and consolidation of the new findings with the old knowledge. The extraction process is referred to as data mining, which received a huge amount of attention lately. Data mining is an approach to data analysis by using techniques from many different fields, such as databases, artificial intelligence, statistics, machine learning, visualization, computer graphics, and many others. One of the tasks of the data mining is to buils a model on given (old) data and to use the model on new, unseen data. Such a model is often used to classify data items into pre-defined classes. A model makes mistakes - the same way the human exparts sometimes wrongly asociate the symptoms (observations) with illnesses (target classes). As with the human experts, computer-generated models tend to make fewer mistakes with more training and learning. The question that aries is what is the "final" rate of mistakes. We define the final rate of mistakes as the capacity of a learning algorithm. The contribution of this paper is the approach to estimate the capacity of a supervised learning algoritm. The approach can be used to check whether a given algorithm would achieve a desired accuracy had it had unlimited training.Source: Proceedings of the IASTED International Conference Applied Informatics, Innsbruck, Austria, February 18-21, 2002 (Str. 323-326)Type of material - conference contribution ; adult, seriousPublish date - 2002Language - englishCOBISS.SI-ID - 7177494
![loading ... loading ...](themes/default/img/ajax-loading.gif)
Shelf entry
Permalink
- URL:
Impact factor
Access to the JCR database is permitted only to users from Slovenia. Your current IP address is not on the list of IP addresses with access permission, and authentication with the relevant AAI accout is required.
Year | Impact factor | Edition | Category | Classification | ||||
---|---|---|---|---|---|---|---|---|
JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Select the library membership card:
If the library membership card is not in the list,
add a new one.
DRS, in which the journal is indexed
Database name | Field | Year |
---|
Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
---|---|
Brumen, Boštjan | 18848 |
Golob, Izidor, 1972- | 20834 |
Welzer-Družovec, Tatjana | 06794 |
Jaakkola, Hannu | ![]() |
Source: Personal bibliographies
and: SICRIS
Select pickup location:
Material pickup by post
Delivery address:
Address is missing from the member's data.
The address retrieval service is currently unavailable, please try again.
By clicking the "OK" button, you will confirm the pickup location selected above and complete the reservation process.
By clicking the "OK" button, you will confirm the above pickup location and delivery address, and complete the reservation process.
By clicking the "OK" button, you will confirm the address selected above and complete the reservation process.
Notification
Automatic login and reservation service currently not available. You can reserve the material on the Biblos portal or try again here later.
Subject headings in COBISS General List of Subject Headings
Select pickup location
The material from the parent unit is free. If the material is delivered to the pickup location from another unit, the library may charge you for this service.
Pickup location | Material status | Reservation |
---|
Reservation in progress
Please wait a moment.
Reservation was successful.
Reservation failed.
Reservation...
Membership card:
Pickup location: