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Colloquium_2020-10-27_Nathalie_Japkowicz_Edited duration 1 hour 4 minutes Colloquium_2020-10-27_Nathalie_Japkowicz_Edited Colloquium_2020-10-27_Nathalie_Japkowicz_Edited	Colloquium_2020-10-27_Nathalie_Japkowicz_Edited Title: Harnessing Dataset Complexity in Classification Tasks Speaker: Nathalie Japkowicz ,Department of Computer Science, American University Date: October 27, 2020Abstract: The purpose of this… multi class simple divide unsupervised learning decision tree main knowledge multiclass classification hamming distance super ability japanese rock music groups coding matrix generate data mathematical logic principle component linear discrimination subclass mix networks small class long time intrusion detection multi modality isolation forest class imbalance problem class imbalance vowels versus consonants mathematical optimization error rates coding matrices positive class neural network feature selection honeywell main aspects fake data good question 3rd study breast cancer conquer strategy artificial intelligence selection methods binary classification statistical outliers dataset complexity indicator function class classification occupational safety and health decision analysis 1st step metric geometry learning methods classification problem class justification emerging technologies error correcting 2nd study convex hull multi model pseudo classes statistical classification 1st study supplies mix problem fitness function binary problem class overlap ability criterion conquer principle machine learning data set cluster updating data driven multi-modality main complexity supply store red class classification algorithms class problem classification imbalance domain distance thing clusters learning method study things methods classifier classes problems domains feature classifiers bit From Richard Ressler 16 plays 0
Admissions 101 : Meet Our Team duration 29 minutes 6 seconds Admissions 101 : Meet Our Team Admissions 101 : Meet Our Team	Admissions 101 : Meet Our Team Zoom Recording ID: 98882957594 UUID: 8jg+/qOYTDSK0NjBT8qvlw== Meeting Time: 2020-10-12T19:43:48Z performing arts pretty active consciousness student financial aid spring semester political science terminology academic life olm psychometrics educational assessment and evaluation cartography rooms campus space professional network higher education educational facilities caption complete virtual resources undergraduate students merit scholarship human habitats career center capital districts and territories northern california good question regular decision financial aid classroom environment types of university or college based aid west coast universities and colleges washington d.c. fair trade organizations american contemporary r&b musical groups academic interest pretty vibrant didactics sensory systems good sense great question residential community types of country subdivisions test optional study abroad program minutes left education finance bay area educational stages study abroad programs $8500.00 undergraduate shōnen manga youth academic transfer high school american university american musical duos curricula inc. 2nd major students campus student question lot college internship things questions environment space dc credits aid decision washington christina admissions application ways From Kayla Rohr 4 plays 0
Why Should I Consider Early Decision? duration 54 minutes 52 seconds Why Should I Consider Early Decision? Why Should I Consider Early Decision?	Why Should I Consider Early Decision? Zoom Recording ID: 98270719195 UUID: EPVOwKVmR0upWehz9pnG4A== Meeting Time: 2020-08-24T23:31:14Z great question 15th deadline academic terminology based aid early action decision early decision distinguished scholar admissions process scholarship offers community service informed decision december 31st total number feel comfortable extra curricular activity education finance students apply contract law binding agreement scholarships supplemental application merit scholarship appeals process emotions student asks good question review process great thing recommendation letter high school academic financial aid application final decision test optional positive mental attitude high school apply regular decision legally binding honors program early decision decision students holistic review regular decision admissions office college search process social institutions feel free information science decision making process c.s.s. profile applicant pool financial aid award english-language journals school academic record political science terminology january 15th decision making special academic program equal consideration scholarships range student financial aid properly reflect 100 percent academic performance applying early decision academic honours caption complete acceptance rate aid application based financial aid legal doctrines and principles academia financial aid smaller applicant pool jeremy mentioned earlier baseline reason test scores encourage students top choice school admitted early decision demonstrated interest senior year quarterly journals apply early decision early action plan admissions decision november 15th university and college admissions merit scholarships range decision students aid question process student merit admissions lot scholarship application 15th 31st jeremy gpa college agreement action reason From Kayla Rohr 52 plays 0
What's New at American University? - Campus… duration 43 minutes 37 seconds What's New at American University? - Campus… What's New at American University? - Campus Update / Live Q&A	What's New at American University? - Campus Update / Live Q&A Zoom Recording ID: 97630537044 UUID: msT6i9+XTiKARXUkz/KE+w== Meeting Time: 2020-08-19T17:33:07Z performing arts higher education science students student financial aid data science admissions side holistic review process recruitment career field school types voting theory counselor recommendation letter international study school terminology employment chat box application process generic top-level domains double major sage publishing academic journals test optional 1st generation students entire high school acceptance rate faculty member merit scholarship public affairs gender studies emotions feel free information science good question vast majority high school letters (message) undocumented student caption complete public health applicant pool admissions process amazing programs sage publications academic journals popular meters high school experience time student test scores 1st time english-language journals encourage students fast growing political science political science terminology students request demonstrated interest quarterly journals legal terminology 1st year student virtual class education finance specific things fairly high virtual high school public transportation school system web site eagle engagement rigorous courses med school d.c. area students decide greater scope students student lot campus science schools things programs scholarships process questions test admissions majors college courses merit question neuroscience field From Kayla Rohr 5 plays 0