Comments on "Independence, Measurement Complexity, and Classification Performance"
- 1 July 1977
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Systems, Man, and Cybernetics
- Vol. 7 (7) , 559-560
- https://doi.org/10.1109/tsmc.1977.4309770
Abstract
Chandrasekaran and Jain [1] presented conditions under which the mean correct classification probability has a limit of one. Their conditions, however, are not sufficient to guarantee that this limit is reached monotonically. Thus local peaking is possible. Additional comments are made on their example on binary measurements.Keywords
This publication has 4 references indexed in Scilit:
- Independence, Measurement Complexity, and Classification PerformanceIEEE Transactions on Systems, Man, and Cybernetics, 1975
- Independence of measurements and the mean recognition accuracyIEEE Transactions on Information Theory, 1971
- Comments on "On the mean accuracy of statistical pattern recognizers" by Hughes, G. F.IEEE Transactions on Information Theory, 1969
- On the mean accuracy of statistical pattern recognizersIEEE Transactions on Information Theory, 1968