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Mitchell, T M, & Thrun, S B (1993) Explanation-based neural network learning for robot control In Hanson, Cowan, & Giles (Eds), Advances in neural informution processing systems 5 (pp 287-294) San Francisco: Morgan Kaufmann Mozer, M (1995) A focused BACKPROPAGATION algorithm for temporal pattern recognition In Y Chauvin & D Rumelhart (Eds), Backpropagation: Theory, architectures, and applications (pp 137-169) Hillsdale, NJ: Lawrence Erlbaum Associates Minsky, M, & Papert, S (1969) Perceptrons Cambridge, MA: MIT Press Nilsson, N J (1965) Learning machines New York: McGraw Hill Parker, D (1985) Learning logic (MIT Technical Report TR-47) MIT Center for Research in Computational Economics and Management Science pomerleau, D A (1993) Knowledge-based training of artificial neural networks for autonomous robot driving In J Come11 & S Mahadevan (Eds), Robot Learning (pp 19-43) Boston: Kluwer Academic Publishers Rosenblatt, F (1959) The perceptron: a probabilistic model for information storage and organization in the brain Psychological Review, 65, 386-408 Rosenblatt, F (1962) Principles of neurodynamics New York: Spartan Books Rumelhart, D E, & McClelland, J L (1986) Parallel distributed processing: exploration in the microstructure of cognition (Vols 1 & 2) Cambridge, MA: MIT Press Rumelhart, D, Widrow, B, & Lehr, M (1994) The basic ideas in neural networks Communications of the ACM, 37(3), 87-92 Shavlik, J W, Mooney, R J, & Towell, G G (1991) Symbolic and neural learning algorithms: An experimental comparison Machine Learning, 6(2), 111-144 Simard, P S, Victorri, B, LeCun, Y, & Denker, J (1992) Tangent prop--A formalism for specifying selected invariances in an adaptive network In Moody, et al (Eds), Advances in Neural Information Processing Systems 4 (pp 895-903) San Francisco: Morgan Kaufmann Waibel, A, Hanazawa, T, Hinton, G, Shikano, K, & Lang, K (1989) Phoneme recognition using time-delay neural networks ZEEE Transactions on Acoustics, Speech and Signal Processing Weiss, S, & Kapouleas, I (1989) An empirical comparison of pattern recognition, neural nets, and machine learning classification methods Proceedings of the Eleventh ZJCAI @p 781-787) San Francisco: Morgan Kaufmann Werbos, P (1975) Beyond regression: New toolsfor prediction and analysis in the behavioral sciences (PhD dissertation) Harvard University Widrow, B, & Hoff, M E (1960) Adaptive switching circuits IRE WESCON Convention Record, 4,96104 Widrow, B, & Stearns, S D (1985) Adaptive signalprocessing Signal Processing Series Englewood Cliffs, NJ: Prentice Hall Williams, R, & Zipser, D (1995) Gradient-based learning algorithms for recurrent networks and their computational complexity In Y Chauvin & D Rumelhart (Eds), Backpropagation: Theory, architectures, and applications (pp 433-486) Hillsdale, NJ: Lawrence Erlbaum Associates Zometzer, S F, Davis, J L, & Lau, C (1994) An introduction to neural and electronic neiworks (edited collection) (2nd ed) New York: Academic Press.

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10:1

The UITableView class represents a table view This class is for displaying and editing information lists It consists of a single column of multiple rows Users can scroll vertically to navigate through a table s rows Each row contains a cell You can customize that cell s appearance considerably You can index tables and create tables with zero or more sections When you create a table, you have a choice of two styles: UITableViewStylePlain or UITableViewStyleGrouped A plain table style presents a table like that in Figure 10-3 A grouped table presents a table like that in Figure 10-4 You see examples implementing both styles later in this chapter

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Definition: Let C be an arbitrary nonempty concept class The optimal mistake bound for C , denoted Opt ( C ) , is the minimum over all possible learning algorithms A of MA(C)

10:

4,608

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UITableView classes have an associated UITableViewController, a UITableViewDelegate, and a UITableViewDataSource The UITableViewController is the controller class for a table view You create an instance of this class to manage the UITableView The UITableViewDelegate is a protocol you adopt in a custom class you write This protocol allows you to manage selections, configure headers and footers, and manage cells The UITableViewDataSource is also a protocol you adopt in a custom class This protocol allows you to manage a table s data source

Opt( C ) =

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The UITableViewDelegate and UITableViewDataSource are protocols at least one class in your application must adopt if your application contains a UITableView You can create your own custom classes to adopt these protocols, or create a UITableViewController that automatically adopts these protocols If you choose to use a UITableViewController rather than custom classes, you simply connect the table view s dataSource and delegate outlets to the UITableViewController You can then implement both protocols methods in the UITableViewController

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Speaking informally, this definition states that Opt(C) is the number of mistakes made for the hardest target concept in C, using the hardest training sequence, by the best algorithm Littlestone (1987) shows that for any concept class C, there is an interesting relationship among the optimal mistake bound for C, the bound of the HALVING algorithm, and the VC dimension of C, namely

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A UITable s delegate adopts the UITableViewDelegate protocol This protocol manages selections, headers, footers, and other tasks Table 10-1 lists the methods covered in this chapter

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Furthermore, there exist concept classes for which the four quantities above are exactly equal One such concept class is the powerset Cp of any finite set of instances X In this case, VC(Cp) = 1 1 = log2(1CpJ),so all four quantities x must be equal Littlestone (1987) provides examples of other concept classes for which VC(C) is strictly less than Opt (C) and for which Opt (C) is strictly less than M~aIvin~(C)

tableView:heightForRowAtIndexPath: tableView:accessoryButtonTappedForRowWithIndexPath: tableView:willSelectRowAtIndexPath: tableView:didSelectRowAtIndexPath: tableView:editingStyleForRowAtIndexPath:

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Provides height to use in displaying a row Handles a row s detail disclosure button after it is tapped Handles a row about to be selected Handles a row once it is selected Returns the editing style of a row This determines if a cell displays an insertion accessory, deletion accessory, or no accessory

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