Learning from data : a short course
xii, 201 pages : 26 cm Includes bibliographical references (pages 183-186) and index 1. The learning problem -- 2. Training versus testing -- 3. The linear model -- 4. Overfitting -- 5. Three learning principles -- Epilogue -- Further reading -- Appendix : Proof of the VC bound -- Notation
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