| Description |
xvii, 343 pages : illustrations ; 24 cm |
| Series |
Sixth-generation computer technology series |
|
Sixth-generation computer technology series.
|
| Contents |
Introduction / G. Nakhaeizadeh and C. C. Taylor -- 1. Statistical Properties of Tree-Based Approaches to Classification / A. P. White and W. Z. Liu -- 2. The Decision-Tree Algorithm CAL5 Based on a Statistical Approach to Its Splitting Algorithm / W. Muller and F. Wysotzki -- 3. Probabilistic Symbolic Classifiers: An Empirical Comparison from a Statistical Perspective / M. Chiogna -- 4. A Multistrategy Approach to Learning Multiple Dependent Concepts / D. Malerba, G. Semeraro and F. Esposito -- 5. Quality of Decision Rules: Definitions and Classification Schemes for Multiple Rules / I. Bruha -- 6. DIPOL - A Hybrid Piecewise Linear Classifier / B. Schulmeister and F. Wysotzki -- 7. Combining Classification Procedures / R. J. Henery -- 8. Distance-Based Decision Trees / C. C. Taylor -- 9. Learning Fuzzy Controllers from Examples / C. Baroglio, A. Giordana, G. Lo Bello and R. Piola -- 10. Some Developments in Statistical Credit Scoring / D. J. Hand and W. E. Henley |
|
11. Combination of Statistical and Other Learning Methods to Predict Financial Time Series / M. Westphal and G. Nakhaeizadeh -- 12. Combining Statistical Techniques and Search Heuristics to Perform Effective Feature Selection / M. Richeldi and M. Rossotto -- 13. Comparison of Three Inductive Numerical Law Discovery Systems / M. Moulet -- 14. Analogy as Minimization of Description Length / A. Cornuejols |
| Notes |
"A Wiley-Interscience publication." |
|
Papers from a workshop which followed the European Conference on Machine Learning (ECML-94), which took place in Catania, Sicily |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
| Subject |
Machine learning -- Congresses.
|
|
Mathematical statistics -- Data processing -- Congresses.
|
| Genre/Form |
Conference papers and proceedings.
|
| Author |
Nakhaeizadeh, Gholamreza.
|
|
Taylor, C. C. (Charles C.)
|
|
European Conference on Machine Learning (1994 : Catania, Italy)
|
| LC no. |
96004668 |
| ISBN |
0471148903 (cloth : acid-free paper) |
|
