https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/Head https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/assertion https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/provenance https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/pubinfo https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/assertion https://doi.org/10.1890/07-2153.1 http://purl.org/spar/cito/hasQuotedText We find that target-group background improves average performance for all the modeling methods we consider, with the choice of background data having as large an effect on predictive performance as the choice of modeling method. https://doi.org/10.1890/07-2153.1 http://www.w3.org/2000/01/rdf-schema#comment Can we reproduce the AUC-improvement result behind this sentence on Phillips' own data (the Elith et al. 2006 NCEAS dataset)? Using per-species MaxEnt, we can compare random background against target-group background and measure AUC on the independent presence-absence evaluation sites, testing whether the target-group gain reported in Phillips Table 2 reproduces in sign and magnitude with an independent open-source MaxEnt engine. https://w3id.org/np/o/ntemplate/CREATOR http://purl.org/spar/cito/quotes https://doi.org/10.1890/07-2153.1 https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/provenance https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://purl.org/dc/terms/created 2026-05-31T07:29:57.815Z https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://purl.org/nanopub/x/hasNanopubType http://purl.org/spar/cito/cites https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 http://www.w3.org/2000/01/rdf-schema#label Paper annotation: We find that target-group background improves average performance for all the modeling methods we consider, with the choice of background data having as large an effect on predictive performance as the choice of modeling method. https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RA24onqmqTMsraJ7ypYFOuckmNWpo4Zv5gsLqhXt7xYPU https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/sig http://purl.org/nanopub/x/hasPublicKey MIICIjANBgkqhkiG9w0BAQEFAAOCAg8AMIICCgKCAgEAoDcOiD+jen8awiJ6DB2ewDw66PeG64hODmgNFwy7GrwQui4HKnHdvxd++1UhTgiOfycxyxBb7sXPSikLw/1TsSyPsEl0P3/+600szxpTGgLNzW+bZ2DVP3d8ERMV1aWpH0ci3B/5vmK+vXQZ4uCoq57NE0MiFg5c13Gy0gd6n7wZYEhYM4AjWSLL0QS/HY+TFZMYL9bCFeATennGrlB2UEjRlw21UB2Ah16ZZ6hxQlfctFJZE7TGnBJPB3ttTjfcOfamhjZVwQ0yV9mv7x6PGiSmkzpJTVLjn8hagoKT05YUwVQArFb+w7f6sXqvvljMigjd/Rbqgbye/lLUAZLfJSnFM58TubfpEJvXV4zNMDEoT3VQ7dokgoLgMrmjZCKATtQ7gomocoTJ1NhN2esRNtGzWaS2obL/mueUQlMlavssZnqL8WICkdAuDlwDVNbsbwEWKQ50kiPdAdduSigifxA4CM7TgvnxqZVoAResEGP6UhTTem3T4CsbEas1Caj9wa7M1jPjACu5LF5BwcVns3ZQHWLipjRjD+9/ur3G8QtuxbNhmXlDYQ6tXxB1lK+Oz7O519b3bA15ilzFl0SdvMBGTe46xaQ9DsJT18THKnPbUhNMy0dH0VtzpB+EEaXZ25Fp9VHMEUqo1lLS9e89eO3efiqkESKQ7wmB+/DlIRcCAwEAAQ== https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/sig http://purl.org/nanopub/x/hasSignature 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 https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8 https://w3id.org/sciencelive/np/RAaLMzZpNPytqGikM3VIvwux8bxJNctgTTeFB8srYHjy8/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920