{"id":"W4396840581","doi":"10.1017/9781009282284.009","title":"Tree-Based Classification and Regression","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Tree (set theory); Regression; Forestry; Statistics; Geography; Mathematics; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002233826,0.001510122,0.001465221,0.003176312,0.0006799841,0.003991548,0.002172122,0.002475251,0.0357762],"category_scores_gemma":[0.006887609,0.0006012188,0.001185472,0.006506451,0.001402685,0.004969368,0.001453106,0.002949937,0.02609976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187418,"about_ca_system_score_gemma":0.0011145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317423,"about_ca_topic_score_gemma":0.002791515,"domain_scores_codex":[0.997879,0.0004222989,0.0001017974,0.000472888,0.00101326,0.0001107253],"domain_scores_gemma":[0.9980772,0.00114989,0.0001244024,0.000210141,0.0003798482,0.00005843937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003692578,0.00003585201,0.0005477688,0.0009422502,0.00007982429,0.0001085504,0.0001914917,0.01127512,0.0005843115,0.2715597,0.1492724,0.5653659],"study_design_scores_gemma":[0.0000132604,0.0000461526,0.0008717073,0.0005393811,0.00003509404,0.0004237619,0.0001057381,0.04558457,0.001000827,0.2468505,0.7044631,0.00006587768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001874885,0.08724042,0.7598097,0.004912663,0.003400176,0.0002338218,0.001837056,0.003190846,0.1375005],"genre_scores_gemma":[0.04641993,0.1087215,0.6205496,0.002969662,0.005357523,0.0006317697,0.004982105,0.001851078,0.2085168],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0357762,"threshold_uncertainty_score":0.1196833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321034126879531,"score_gpt":0.2149476433231133,"score_spread":0.1828442306351602,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}