View uci-20070111 triazines (public)

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Summary

(No information yet)

License
unknown (from Weka repository)
Dependencies
Tags
arff slurped Weka
Attribute Types
Floating Point
Download
# Instances: 186 / # Attributes: 61
HDF5 (100.0 KB) XML CSV ARFF LibSVM Matlab Octave

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Original Data Format
arff
Name
triazines
Version mldata
0
Comment

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

Names
p1_polar,p1_size,p1_flex,p1_h_doner,p1_h_acceptor,p1_pi_doner,p1_pi_acceptor,p1_polarisable,p1_sigma,p1_branch,
Types
  1. numeric
  2. numeric
  3. numeric
  4. numeric
  5. numeric
  6. numeric
  7. numeric
  8. numeric
  9. numeric
  10. numeric
Data (first 10 data points)
    p1_p... p1_s... p1_f... p1_h... p1_h... p1_p... p1_p... p1_p... p1_s... p1_b... ...
    0.58 0.233 0.1 0.1 0.1 0.5 0.1 0.5 0.9 0.1 ...
    0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    0.26 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    0.42 0.5 0.633 0.1 0.633 0.5 0.1 0.5 0.367 0.1 ...
    0.58 0.233 0.1 0.1 0.1 0.5 0.1 0.5 0.9 0.1 ...
    0.26 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    0.26 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    0.58 0.233 0.1 0.1 0.1 0.5 0.1 0.5 0.9 0.1 ...
    0.26 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 ...
    ... ... ... ... ... ... ... ... ... ... ...
Description

A gzip'ed tar containing UCI and UCI KDD datasets (uci-20070111.tar.gz, 17,952,832 Bytes)

URLs
(No information yet)
Publications
    Data Source
    http://www.ics.uci.edu/~mlearn/MLRepository.html http://kdd.ics.uci.edu/
    Measurement Details
    Usage Scenario
    revision 1
    by mldata on 2010-11-06 09:59

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