| 000 | 00887nam a22002177a 4500 | ||
|---|---|---|---|
| 003 | OSt | ||
| 005 | 20230703030811.0 | ||
| 008 | 230224b |||||||| |||| 00| 0 eng d | ||
| 020 | _a9781600490064 | ||
| 040 | _c0 | ||
| 082 | _a006.31 ABU | ||
| 092 | _20 | ||
| 100 | _aAbu-Mostafa, Yaser S., 1957- | ||
| 245 |
_aLearning from data [electronic resource]: _ba short course _cYaser S. Abu-Mostafa (Author), Malik Magdon-Ismail, Hsuan-Tien Lin |
||
| 260 |
_bAMLBook.com, [United States] _c2012 |
||
| 300 |
_a1 digital resource (xii, 201 pages) : _billustrations (chiefly color) _c26 cm |
||
| 520 | _a1. 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 | ||
| 650 |
_aMachine learning _vTextbooks |
||
| 887 | _2CamTech Library | ||
| 942 |
_2ddc _cEM _n0 |
||
| 999 |
_c959 _d959 |
||