In this article we will look at a supervised machine learning algorithm called Logistic Regression Classifier for multi-class classification .; Author: pi19404; Updated: 29 Sep 2014; Section: Algorithms & Recipes; Chapter: General Programming; Updated: 29 Sep 2014
Sensitivity (also called recall rate in some fields) measures the proportion of actual positives which are correctly identified as such (e.g. the percentage of sick people who are correctly identified as having the condition). Specificity measures the proportion of negatives which are correctly identified (e.g. the percentage of healthy people who are correctly identified as not having the condition).
This project contains Naive and Fishers bayesian classifiers, as described in Toby Segaran's book "Programming Collective Intelligence." The book has python implementations; this is a Java implementation.
ci-bayes, a project hosted on java.net, has released its first stable version. ci-bayes allows the use of a classifier to determine what classification a given object might fall into, given prior training, and provides multiple
Libtextcat is a library with functions that implement the classification technique described in Cavnar & Trenkle, "N-Gram-Based Text Categorization" [1]. It was primarily developed for language guessing, a task on which it is known to perform with near-pe
D. Whitley. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 726--733. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
K. Wagner. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 694--701. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
D. Vrajitoru. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 686--693. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Voss, and C. Foley. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 678--685. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
K. Vekaria, and C. Clack. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 670--677. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
S. Tsutsui, M. Yamamura, and T. Higuchi. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 657--664. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
A. Tomlinson, and L. Bull. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 649--656. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
D. Thierens. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 643--648. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
H. Terashima-Marin, P. Ross, and M. Valenzuela-Rendon. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 635--642. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
K. Sugai. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 628--634. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
R. Stewart, and P. Rosin. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 811. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
B. Spohn, and P. Crowley. Genetic Programming 1997: Proceedings of the Second
Annual Conference, Stanford University, CA, USA, Morgan Kaufmann, (13-16 July 1997)
A. Simoes, and E. Costa. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 612--619. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
H. Shimodaira. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 603--611. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
S. Shimada, and Y. Anzai. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 810. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
S. Saxon, and A. Barry. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 809. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
H. Sawai, and S. Adachi. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 579--586. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
J. Sarma, and K. De Jong. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 572--578. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
A. Salman, K. Mehrotra, and C. Mohan. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 564--571. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
J. Rowe. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 557--563. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
A. Rodriguez. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 802. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
R. Richards, and S. Sheppard. Genetic Programming 1996: Proceedings of the First
Annual Conference, page 539--546. Stanford University, CA, USA, MIT Press, (28--31 July 1996)
J. Poon. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 541--548. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
H. Pohlheim. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 533--540. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Perrenoud, M. Tomassini, M. Sipper, and M. Zolla. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 804. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Pelikan, D. Goldberg, and E. Cantu-Paz. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 525--532. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
F. Oppacher, and M. Wineberg. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 504--510. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
I. Ono, H. Kita, and S. Kobayashi. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 496--503. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
I. Nagasaka, and T. Taura. Genetic Programming 1997: Proceedings of the Second
Annual Conference, page 515--520. Stanford University, CA, USA, Morgan Kaufmann, (13-16 July 1997)
J. Myers, K. Laskey, and K. De Jong. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 458--465. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
J. Muruzabal. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 449--457. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
T. Murata, H. Ishibuchi, and M. Gen. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 441--448. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Munetomo, and D. Goldberg. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 433--440. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
R. Moustafa, K. De Jong, and E. Wegman. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 798. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Naoki, and K. Hajime. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 799. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Meysenburg, and J. Foster. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 425--432. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
P. Merz, and B. Freisleben. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 417--424. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
O. Mengshoel, and D. Goldberg. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 409--416. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Zahran, A. Wahab, and S. Shaheen. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 814. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
J. Yen, L. Yang, B. Lee, and J. Liao. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 750--757. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
C. Yang, D. Dasgupta, and Y. Cao. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 742--749. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
A. Wright, and Y. Zhao. Proceedings of the Genetic and Evolutionary
Computation Conference, 1, page 734--741. Orlando, Florida, USA, Morgan Kaufmann, (13-17 July 1999)
M. Withall, C. Hinde, and R. Stone. GECCO 2002: Proceedings of the Genetic and
Evolutionary Computation Conference, page 894. New York, Morgan Kaufmann Publishers, (9-13 July 2002)