Error-Correcting Output Coding Corrects Bias and Variance

[1]  R. Tibshirani,et al.  Combining Estimates in Regression and Classification , 1996 .

[2]  Thomas G. Dietterich,et al.  Solving Multiclass Learning Problems via Error-Correcting Output Codes , 1994, J. Artif. Intell. Res..

[3]  Ronny Meir,et al.  Bias, variance and the combination of estimators; The case of linear least squares , 1995 .

[4]  Michael Perrone,et al.  Putting It All Together: Methods for Combining Neural Networks , 1993, NIPS.

[5]  J. Ross Quinlan,et al.  Combining Instance-Based and Model-Based Learning , 1993, ICML.

[6]  Claire Cardie,et al.  Using Decision Trees to Improve Case-Based Learning , 1993, ICML.

[7]  M. Perrone.  Improving regression estimation: Averaging methods for variance reduction with extensions to general convex measure optimization , 1993 .

[8]  L. Cooper,et al.  When Networks Disagree: Ensemble Methods for Hybrid Neural Networks , 1992 .

[9]  J. Mesirov,et al.  Hybrid system for protein secondary structure prediction. , 1992, Journal of molecular biology.

[10]  Thomas G. Dietterich,et al.  Improving the Performance of Radial Basis Function Networks by Learning Center Locations , 1991, NIPS.

[11]  Thomas G. Dietterich,et al.  Error-Correcting Output Codes: A General Method for Improving Multiclass Inductive Learning Programs , 1991, AAAI.

[12]  Thomas G. Dietterich,et al.  Converting English text to speech: a machine learning approach , 1991 .

[13]  Alexander H. Waibel,et al.  A novel objective function for improved phoneme recognition using time delay neural networks , 1990, International 1989 Joint Conference on Neural Networks.

[14]  R. Clemen.  Combining forecasts: A review and annotated bibliography , 1989 .

[15]  R. L. Winkler,et al.  Averages of Forecasts: Some Empirical Results , 1983 .

[16]  B. Efron.  Regression and ANOVA with Zero-One Data: Measures of Residual Variation , 1978 .

[17]  J. M. Bates,et al.  The Combination of Forecasts , 1969 .