Items related to The Nature of Statistical Learning Theory
Synopsis
Introduction: Four Periods in the Research of the Learning Problem.- 1 Setting of the Learning Problem.- 2 Consistency of Learning Processes.- 3 Bounds on the Rate of Convergence of Learning Processes.- 4 Controlling the Generalization Ability of Learning Processes.- 5 Constructing Learning Algorithms.- Conclusion: What is Important in Learning Theory?.- References.- Remarks on References.- References.
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