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Title | Feature Engineering and Selection: A Practical Approach for Predictive |
Description | A primary goal of predictive modeling is to find a reliable and effective predic- tive relationship between an available set of features and an outcome. This book provides an extensive set of techniques for uncovering effective representations of |
Keywords | N/A |
WebSite | feat.engineering |
Host IP | 52.73.87.228 |
Location | United States |
Site | Rank |
US$2,416,612
Last updated: 2023-05-03 05:11:26
feat.engineering has Semrush global rank of 4,379,812. feat.engineering has an estimated worth of US$ 2,416,612, based on its estimated Ads revenue. feat.engineering receives approximately 278,840 unique visitors each day. Its web server is located in United States, with IP address 52.73.87.228. According to SiteAdvisor, feat.engineering is safe to visit. |
Purchase/Sale Value | US$2,416,612 |
Daily Ads Revenue | US$2,231 |
Monthly Ads Revenue | US$66,922 |
Yearly Ads Revenue | US$803,059 |
Daily Unique Visitors | 18,590 |
Note: All traffic and earnings values are estimates. |
Host | Type | TTL | Data |
feat.engineering. | A | 299 | IP: 52.73.87.228 |
feat.engineering. | A | 299 | IP: 68.183.29.183 |
feat.engineering. | NS | 3600 | NS Record: dns4.p05.nsone.net. |
feat.engineering. | NS | 3600 | NS Record: dns1.p05.nsone.net. |
feat.engineering. | NS | 3600 | NS Record: dns2.p05.nsone.net. |
feat.engineering. | NS | 3600 | NS Record: dns3.p05.nsone.net. |
Preface 1 Introduction 1.1 A Simple Example 1.2 Important Concepts 1.2.1 Overfitting 1.2.2 Supervised and Unsupervised Procedures 1.2.3 No Free Lunch 1.2.4 The Model versus the Modeling Process 1.2.5 Model Bias and Variance 1.2.6 Experience-Driven Modeling and Empirically Driven Modeling 1.2.7 Big Data 1.3 A More Complex Example 1.4 Feature Selection 1.5 An Outline of the Book 1.6 Computing 2 Illustrative Example: Predicting Risk of Ischemic Stroke 2.1 Splitting 2.2 Preprocessing 2.3 Exploration 2.4 Predictive Modeling Across Sets 2.5 Other Considerations 2.6 Computing 3 A Review of the Predictive Modeling Process 3.1 Illustrative Example: OkCupid Profile Data 3.2 Measuring Performance 3.2.1 Regression Metrics 3.2.2 Classification Metrics 3.2.3 Context-Specific Metrics 3.3 Data Splitting 3.4 Resampling 3.4.1 V -Fold Cross-Validation and Its Variants 3.4.2 Monte Carlo Cross-Validation 3.4.3 The Bootstrap 3.4.4 Rolling Origin Forecasting 3.4.5 Validation Sets 3.4.6 Variance and Bias in |
HTTP/1.1 301 Moved Permanently cache-control: public, max-age=0, must-revalidate content-length: 43 content-type: text/plain date: Sat, 23 Oct 2021 12:05:04 GMT server: Netlify location: http://www.feat.engineering/ x-nf-request-id: 01FJVPFZ0KSCBHJQHM9CFBSGDS age: 173913 HTTP/1.1 200 OK cache-control: public, max-age=0, must-revalidate content-type: text/html; charset=UTF-8 date: Wed, 20 Oct 2021 14:03:53 GMT etag: "e96e0c24523539a92ba343842d737685" age: 425984 content-length: 50076 server: Netlify x-nf-request-id: 01FJVPFZ3725C3XNYVCH0BRMAA |
Domain Name: feat.engineering Registry Domain ID: 25b17554ad184ab59f2cff017f187b81-DONUTS Registrar WHOIS Server: whois.tucows.com Registrar URL: http://www.tucows.com Updated Date: 2021-05-14T09:56:18Z Creation Date: 2018-05-10T00:34:04Z Registry Expiry Date: 2022-05-10T00:34:04Z Registrar: Tucows Domains Inc. Registrar IANA ID: 69 Registrar Abuse Contact Email: domainabuse@tucows.com Registrar Abuse Contact Phone: 416.535.0123x1283 Domain Status: clientTransferProhibited https://icann.org/epp#clientTransferProhibited Domain Status: clientUpdateProhibited https://icann.org/epp#clientUpdateProhibited Registrant Organization: Contact Privacy Inc. Customer 0151508843 Registrant State/Province: ON Registrant Country: CA Name Server: dns1.p05.nsone.net Name Server: dns2.p05.nsone.net Name Server: dns3.p05.nsone.net Name Server: dns4.p05.nsone.net DNSSEC: unsigned >>> Last update of WHOIS database: 2021-09-13T15:49:57Z <<< |