CN2-R: Faster CN2 with Randomly Generated Complexes

被引：0
|
作者：
Zuters, Janis [1 ]
机构：
[1] Univ Latvia, Fac Comp, LV-1586 Riga, Latvia
来源：
2011 16TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS | 2011年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Among the rule induction algorithms, the classic CN2 is still one of the most popular ones; a great amount of enhancements and improvements to it is to witness this. Despite the growing computing capacities since the algorithm was proposed, one of the main issues is resource demand. The proposed modification, CN2-R, substitutes the star concept of the original algorithm with a technique of randomly generated complexes in order to substantially improve on running times without significant loss in accuracy.
引用
收藏
页码：306 / 309
页数：4
相关论文
共 50 条
  • [1] Ba-2(CN2)(CN)(2) and Sr-2(CN2)(CN)(2) - The first mixed cyanamide cyanides
    Berger, U
    Milius, W
    Schnick, W
    [J]. ZEITSCHRIFT FUR ANORGANISCHE UND ALLGEMEINE CHEMIE, 1995, 621 (12): : 2075 - 2082
  • [2] Na5[CN2]2[CN], (Li, Na)5[CN2]2[CN], and K2[CN2]: Carbodiimides from High-Pressure Synthesis
    Zhang, Shiyu
    Zherebtsov, Dmitry A.
    DiSalvo, Francis J.
    Niewa, Rainer
    [J]. ZEITSCHRIFT FUR ANORGANISCHE UND ALLGEMEINE CHEMIE, 2012, 638 (12-13): : 2111 - 2116
  • [3] Synthesis and thermoelastic properties of Zr(CN2)2 and Hf(CN2)2
    Dolabdjian, Konstantin
    Kobald, Arne
    Romao, Carl P.
    Meyer, Hans-Juergen
    [J]. DALTON TRANSACTIONS, 2018, 47 (30) : 10249 - 10255
  • [4] Cn2 estimations at POLLEX
    Forand, JL
    Potvin, G
    Dion, D
    [J]. OPTICS IN ATMOSPHERIC PROPAGATION AND ADAPTIVE SYSTEMS VI, 2004, 5237 : 13 - 24
  • [5] The ionization energies of the isomers of CN2
    Armstrong, J
    Degoricija, L
    Hildebrand, A
    Koehne, J
    Fleming, PE
    [J]. CHEMICAL PHYSICS LETTERS, 2000, 332 (5-6) : 591 - 596
  • [6] Synthesis, Structure and Electronic Properties of Sn(CN2) and Sn4Cl2(CN2)3
    Loeber, Manuel
    Dolabdjian, Konstantin
    Stroebele, Markus
    Romao, Carl P.
    Meyer, Hans-Juergen
    [J]. INORGANIC CHEMISTRY, 2019, 58 (12) : 7845 - 7851
  • [7] Zinc cyanamide, Zn(CN2)
    Becker, M
    Jansen, M
    [J]. ACTA CRYSTALLOGRAPHICA SECTION C-STRUCTURAL CHEMISTRY, 2001, 57 (04): : 347 - 348
  • [8] On the relationship between cn2 and humidity
    Font, Carlos O.
    Chang, Mark P. J. L.
    Roura, Erick A.
    Oh, Eun
    Gilbreath, Charmaine
    [J]. ADVANCES IN STELLAR INTERFEROMETRY PTS 1 AND 2, 2006, 6268
  • [9] Synthesis of Y2O2(CN2) and luminescence properties of Y2O2(CN2):Eu
    Sindlingera, Joerg
    Glaser, Jochen
    Bettentrup, Helga
    Juestel, Thomas
    Meyer, H. -Juergen
    [J]. ZEITSCHRIFT FUR ANORGANISCHE UND ALLGEMEINE CHEMIE, 2007, 633 (10): : 1686 - 1690
  • [10] CN2 MEASUREMENTS IN A LABORATORY-GENERATED TURBULENCE BY THERMAL AND OPTICAL METHODS
    MAJUMDAR, AK
    GAMO, H
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1978, 68 (04) : 539 - 539
12345