PPT-Lecture 22: Evaluation

April 24 2010 Last Time Spectral Clustering Today Evaluation Measures Accuracy Significance Testing FMeasure Error Types ROC Curves Equal Error Rate AICBIC How do you know that you have a good classifier. This happens even if the argument isnt needed for the result as in fun fy 1 Because of this ML is called an eager language Another terminology for essentially the same thing is that ML is strict this means that applying or any other function to an The problem is that this information is oftenly unknown LMS is a method that is based on the same principles as the met hod of the Steepest descent but where the statistics is esti mated continuously Since the statistics is estimated continuously th 11. Assembly Language and . Arduino. Behind the C code (or sketch). C provides a somewhat human-readable interface. but it gets . compiled. into machine instruction set. ultimately just binary (or hex) instructions loaded into the . Trusted Computing and Multilevel Security. modified from slides of . Lawrie. . Brown . and . Hesham. El-. Rewini. Computer Security Models. two fundamental computer security facts:. all complex software systems have eventually revealed flaws or bugs that need to be fixed. 11:. Evaluation Techniques. April . 13. , . 2015. COMP 150. -04. Topics . in Visual Analytics. Note: slide deck adapted from R. Chang. Discussion. How . do we evaluate (measure) the . efficacy . of . Assembly Language and . Arduino. Behind the C code (or sketch). C provides a somewhat human-readable interface. but it gets . compiled. into machine instruction set. ultimately just binary (or hex) instructions loaded into the . Evaluation Using. User Studies. Brad Myers. 05-863 / 08-763 / 46-863: Introduction to . Human Computer Interaction for . Technology Executives. Fall, . 2010, . Mini 2. 2. Why Evaluate with User Studies?. IS THIS YOUR . IDEA OF . RECORD KEEPING. Record . Keeping. Is it biblical?. Of . course, that is the essential question. Even if something is not easy, if it is clearly . biblical . we are called to carry it out. . :. Clustering Evaluation . April 29, 2010. Today. Cluster . Evaluation. Internal. We don’t know anything about the desired labels. External. We have some information about the labels. Internal Evaluation. Assembly Language and . Arduino. Adapted from T. Murphy’s slides. Behind the C code (or sketch). C provides a somewhat human-readable interface. but it gets . compiled. into machine instruction set. 11. Assembly Language and . Arduino. Behind the C code (or sketch). C provides a somewhat human-readable interface. but it gets . compiled. into machine instruction set. ultimately just binary (or hex) instructions loaded into the . ssignment. Expression syntax. An expression consists of. An atomic object, e.g. number or variable.. An . operator. (or function) applied to a collection of . operands. (or arguments) each of which are also expressions. . modified from slides of . Lawrie. . Brown . and . Hesham. El-. Rewini. Computer Security Models. two fundamental computer security facts:. all complex software systems have eventually revealed flaws or bugs that need to be fixed. Do . Your . Students . Look Like This?. Does Your . Powerpoint. Look Like This?. Teaching Tips and Tricks. Karen Jansen. Make it Engaging. Harvard. BBC. King’s College. Logos and Pathos. “The . best presentations are good .