Andrea L Glenn, Ravi Iyer, Jesse Graham, Spassena Koleva, Jonathan Haidt
Are all types of morality compromised in psychopathy?
Journal of personality disorders
kdd complex demanding task large number methods established numerous problems many challenges remain solved new tasks emerge requiring development new methods processing schemes like software development development solutions demands careful analysis specification implementation testing rapid prototyping approach allows crucial design decisions early possible rapid prototyping system support maximal reuse innovative combinations existing methods well simple quick integration new onesthis paper describes yale free opensource environment forkdd machine learning yale provides rich variety methods whichallows rapid prototyping new applications makes costlyreimplementations unnecessary additionally yale offers extensive functionality process evaluation optimization crucial property kdd rapid prototyping tool following paradigm visual programming eases design processing schemes graphical user interface supports interactive design underlying xml representation enables automated applications prototyping phaseafter discussion key concepts yale illustrate advantages rapid prototyping kdd case studies ranging data preprocessing result visualization case studies cover tasks like feature engineering text mining data stream mining tracking drifting concepts ensemble methods distributed data mining variety applications also reflected broad user base counted 40000 downloads last twelve months