88.5 7.5 3.5 0.5 93.0 4 0.0 0.0 0.0 93.5 5.0 1.0 0.5 97.5 ln(n) 0.0 0.0 0.0 97.0 2.5 0.0 0.5 98.5 F 2 0.0 0.0 0.0 67.5 13.0 8.0 11.5 76.5 3 0.0 0.0 0.0 84.5 7.0 4.5 4.0 91.0 4 0.0 0.0 0.0 90.0 7.5 1.5 [...] sum3 categorical 7 detailed household summary X12 n.emplyee ordinal 7 number of persons worked for employer X13 country.birth categorical 39 country of birth X14 citizenship categorical 7 US citizen or not [...] Journal of Machine Learning Research 10 (2009) 141-158 Submitted 7/07; Revised 7/08; Published 2/09 Subgroup Analysis via Recursive Partitioning Xiaogang Su XSU@PEGASUS.CC.UCF.EDU Department of Statistics …

ls8-report-20.dvi

increasing(t7,75,s6,3,32). no_measurement(t7,75,s6,32,53). decreasing(t7,75,s6,53,59). stable(t7,75,s6,59,65). increasing(t7,75,s6,65,69). something_happened(t7,75,s6,69,70). increasing(t7,75,s6,70,85) [...] 9% 6.7% 72.6% 9.4% 2.7% PRS Q 1183 437 67.5% 74.8% 7.3% 75.3% 7.8% 0.5% PQS R 1220 400 52.3% 60.5% 8.2% 61.0% 8.7% 0.5% PQR S 1272 348 56.6% 65.8% 9.2% 65.8% 9.2% 0.0% 1215 405 59.9% 67.8% 7.9% 68.7% 8.8% [...] 9% 67.8% 7.9% 68.7% 8.8% 0.9% Tol=8 1196 399 61.4% 67.6% 6.2% 68.4% 7.1% 0.9% Tol=10 1176 392 61.3% 66.2% 4.9% 66.9% 5.6% 0.7% Tol=15 1121 374 62.4% 66.2% 3.8% 68.2% 4.3% 0.5% 61.3% 67.0% 5.7% 68.1% 6 …

paper.dvi

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reportMl.dvi

: : : : : : 27 6 Deduktives Lernen 31 7 Logik-orientiertes induktives Lernen 34 7.1 Lernen in Pr adikatenlogik : : : : : : : : : : : : : : : : : : : : : : : : 35 7.1.1 Plotkins Ansatz : : : : : : : : : [...] : : : : : : : : : : : : 36 7.1.2 Generalisierte -Subsumption : : : : : : : : : : : : : : : : : : 39 7.1.3 RDT { Generalisierung uber Regelschemata : : : : : : : : : : 41 7.2 Induktion als inverse Resolution [...] ist. 5.2 Conceptual Clustering 27 Doku Trick Spiel y x e ee e 6 5 8 7 9 Video Super816mm 3 42 1 e e e e e All cluster1 e1, e2, e5, e7 cluster2 e3, e4 Abbildung 4: Cluster und Beobachtungen In der graphischen …

............................ 49 2.2.7 Western blot analysis .............................................................................................. 50 2.2.7.1 Protein collection and quantification [...] ...................... 50 2.2.7.2 SDS/PAGE electrophoresis ............................................................................... 50 TABLE OF CONTENTS III 2.2.7.3 Western transfer ........... [...] salt export pump (Bsep), multidrug resistance-associated protein 2 (Mrp2) and cholesterol 7 alpha-hydroxylase (Cyp7a1). The sandwich system offers clear advantages over monolayers by maintaining a more stable …