| 000 | 00000cam u2200205 a 4500 | |
| 001 | 000046140889 | |
| 005 | 20230206182949 | |
| 008 | 230206s2022 flua b 001 0 eng | |
| 010 | ▼a 2021059606 | |
| 020 | ▼a 9780367532468 ▼q (hbk) | |
| 020 | ▼a 9780367543822 ▼q (pbk) | |
| 020 | ▼z 9781003089032 ▼q (ebk) | |
| 035 | ▼a (KERIS)REF000019820081 | |
| 040 | ▼a DLC ▼b eng ▼e rda ▼c DLC ▼d 211009 | |
| 042 | ▼a pcc | |
| 050 | 0 0 | ▼a T57.95 ▼b .G73 2022 |
| 082 | 0 0 | ▼a 658.4/03 ▼2 23 |
| 084 | ▼a 658.403 ▼2 DDCK | |
| 090 | ▼a 658.403 ▼b G816t | |
| 100 | 1 | ▼a Greenwell, Brandon M. |
| 245 | 1 0 | ▼a Tree-based methods : ▼b a practical introduction with applications in R / ▼c Brandon M. Greenwell. |
| 250 | ▼a 1st ed. | |
| 260 | ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2022. | |
| 264 | 1 | ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2022. |
| 300 | ▼a xv, 388 p. : ▼b ill. ; ▼c 24 cm. | |
| 336 | ▼a text ▼b txt ▼2 rdacontent | |
| 337 | ▼a unmediated ▼b n ▼2 rdamedia | |
| 338 | ▼a volume ▼b nc ▼2 rdacarrier | |
| 490 | 1 | ▼a Chapman & Hall/CRC data science series |
| 504 | ▼a Includes bibliographical references and index. | |
| 650 | 0 | ▼a Decision making ▼x Mathematics. |
| 650 | 0 | ▼a Decision trees ▼x Data processing. |
| 650 | 0 | ▼a Trees (Graph theory) ▼x Data processing. |
| 650 | 0 | ▼a R (Computer program language). |
| 830 | 0 | ▼a Chapman and Hall/CRC data science series. |
| 945 | ▼a ITMT |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/서고7층/ | 청구기호 658.403 G816t | 등록번호 111875900 | 도서상태 대출중 | 반납예정일 2023-05-09 | 예약 예약가능 | 서비스 |
컨텐츠정보
목차
1 Introduction 2 Binary recursive partitioning with CART 3 Conditional inference trees 4 "The hitchhiker''s GUIDE to modern decision trees" 5 Ensemble algorithms 6 Peeking inside the "black box": post-hoc interpretability 7 Random forests 8 Gradient boosting machines
