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Index

activation function, 155 classification
acyclic graph, 249 risk, 93
adaline, 159 supervised, 53
adaptive filtering, 152 unsupervised, 53
adjusted prevalences, 95 clique, 281
agreement table, 75 clustering, 14
ambiguous grammar, 253 Cohen's k, 75
approximation error, 148 compatibility
assignment problem, 276 factor, 27 1
asynchronous updating, 227 matrix, 278
attribute difference, 268 concatenation, 247
attribute vector, 248 concept driven, 11
attributed conjugate direction, 202
grammar, 260 context-free grammar, 256
graph, 282 co-operative network, 235
string, 248 correlation, 35
average correlation classifier, 84
risk, 95,96 cost function, 217
squared error, 184 covariance, 35
vote, 233 crossover, 209
cross-validation, 74
back propagation, 172 curse of dimensionality, 46, 109
backward search, 123
batch, 175 data
batch mode, 152 mining, 138
Bayes classifier, 91 warehouse, 138
Bayes rule, 95, 263 data driven, 13
Bhattacharyya distance, 100 decision
bias, 22, 150 functions, 22
binary tree, 27 regions, 21
bootstrap method, 128 rule, 133
box plot, 42 table, 135
branch and bound, 122
tree, 130
dendrogram, 59
CAM, 227 derivation, 252
canonical hyperplane, 216 design set, 12
CART method, 137 dichotomies, 192
case shuffling, 178 digraph, 248
Cauchy distribution, 100 dimensionality ratio, 46, 178
centroid, 70 discrete relaxation, 274,277, 282
chain code, 245 dynamic search, 123
class symbol, 25 1
classes, I1 edge set, 248