http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2007011127-A1
Outgoing Links
| Predicate | Object |
|---|---|
| assignee | http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_5547f741b25666fc4ae5195cf71a979b |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N5-025 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N5-02 |
| filingDate | 2006-04-27-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor | http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_791979230aa2c3306bea2a78ae23d1ac http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_66f2f5a6b52e4c13e8aad03383250050 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_e5a5e36752e9c17a19c280d33c965eea http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_0de5fbfcad8b245242caeaea46272598 |
| publicationDate | 2007-01-11-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | US-2007011127-A1 |
| titleOfInvention | Active learning method and active learning system |
| abstract | A learning data memory unit stores a set of learning data that are composed of a plurality of descriptors and a plurality of labels. When positive cases, in which the values of desired labels are desired values, are few in number or nonexistent in the learning data memory unit, a control unit rewrites the values of desired labels to values of other similar labels to generate provisional positive cases. An active learning unit uses the provisional positive cases and negative cases to learn rules, applies these learned rules to a set of candidate data that are stored in a candidate data memory unit in which desired labels are unknown to predict the resemblance of each item of candidate data to positive cases, and based on these prediction results, selects and supplies data that are to be learned next from an input/output device. The active learning unit subsequently, regarding data for which the actual values of the desired labels have been received as input from the input/output device, removes these data from the set of candidate data and adds these data to the set of learning data. |
| isCitedBy | http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11575632-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8086549-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2010023465-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11551437-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2014017214-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2009125461-A1 |
| priorityDate | 2005-04-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type | http://data.epo.org/linked-data/def/patent/Publication |
Incoming Links
Total number of triples: 26.