% The problem is to learn a regression equation/rule/tree to predict the % activity from the descriptive structural attributes. The data and % methodology is described in detail in: - King, Ross .D., Hurst, % Jonathan. D., and Sternberg, Michael.J.E. A comparison of artificial % intelligence methods for modelling QSARs Applied Artificial % Intelligence, 1994 (in press). - Hurst, Jonathan. D., King, Ross % .D. and Sternberg, Michael.J.E. Quantitative Structure-Activity % Relationships by neural networks and inductive logic programming: % 2. The inhibition of dihydrofolate reductase by triazines. Journal of % Computer Aided Molecular Design, 1994 (in press). % % Original source: ?. % Source: collection of regression datasets by Luis Torgo (ltorgo@ncc.up.pt) at % http://www.ncc.up.pt/~ltorgo/Regression/DataSets.html % Characteristics: 186 cases; 61 continuous variables @relation triazines @attribute p1_polar numeric @attribute p1_size numeric @attribute p1_flex numeric @attribute p1_h_doner numeric @attribute p1_h_acceptor numeric @attribute p1_pi_doner numeric @attribute p1_pi_acceptor numeric @attribute p1_polarisable numeric @attribute p1_sigma numeric @attribute p1_branch numeric @attribute p2_polar numeric @attribute p2_size numeric @attribute p2_flex numeric @attribute p2_h_doner numeric @attribute p2_h_acceptor numeric @attribute p2_pi_doner numeric @attribute p2_pi_acceptor numeric @attribute p2_polarisable numeric @attribute p2_sigma numeric @attribute p2_branch numeric @attribute p3_polar numeric @attribute p3_size numeric @attribute p3_flex numeric @attribute p3_h_doner numeric @attribute p3_h_acceptor numeric @attribute p3_pi_doner numeric @attribute p3_pi_acceptor numeric @attribute p3_polarisable numeric @attribute p3_sigma numeric @attribute p3_branch numeric @attribute p4_polar numeric @attribute p4_size numeric @attribute p4_flex numeric @attribute p4_h_doner numeric @attribute p4_h_acceptor numeric @attribute p4_pi_doner numeric @attribute p4_pi_acceptor numeric @attribute p4_polarisable numeric @attribute p4_sigma numeric @attribute p4_branch numeric @attribute p5_polar numeric @attribute p5_size numeric @attribute p5_flex numeric @attribute p5_h_doner numeric @attribute p5_h_acceptor numeric @attribute p5_pi_doner numeric @attribute p5_pi_acceptor numeric @attribute p5_polarisable numeric @attribute p5_sigma numeric @attribute p5_branch numeric @attribute p6_polar numeric @attribute p6_size numeric @attribute p6_flex numeric @attribute p6_h_doner numeric @attribute p6_h_acceptor numeric @attribute p6_pi_doner numeric @attribute 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