anytime algorithms for learning anytime classifiers saher ... - Technion
anytime algorithms for learning anytime classifiers saher ... - Technion
anytime algorithms for learning anytime classifiers saher ... - Technion
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<strong>Technion</strong> - Computer Science Department - Ph.D. Thesis PHD-2008-12 - 2008<br />
Abbreviations<br />
AAPE Anytime Averaged Probabilistic Estimators<br />
ACT Anytime <strong>learning</strong> of Cost-sensitive Trees<br />
ANN Anytime Nearest Neighbor<br />
DMTI Direct Metric Tree Induction<br />
DTMC Decision Trees with Minimal Cost<br />
EG2 Economic Generalized 2<br />
GATree Genetic Algorithms Tree<br />
ICET Inexpensive Classification with Expensive Tests<br />
ID3 Iterative Dichotomiser 3<br />
ID3-k Iterative Dichotomiser 3 with k-depth lookahead<br />
IDS Intrusion Detection System<br />
IIDT Interruptible Induction of Decision Trees<br />
IIDT-EE Interruptible Induction of Decision Trees (Expected Error)<br />
IIDT-TS Interruptible Induction of Decision Trees (Tree Size)<br />
I-IIDT Incremental Interruptible Induction of Decision Trees<br />
I-IIDT-EE Incremental Interruptible Induction of Decision Trees (Expected Error)<br />
I-IIDT-TS Incremental Interruptible Induction of Decision Trees (Tree Size)<br />
LSID3 Lookahead by Stochastic Iterative Dichotomiser 3<br />
LSID3-MC Lookahead by Stochastic Iterative Dichotomiser 3 with Monte-Carlo splits<br />
LSID3-p Lookahead by Stochastic Iterative Dichotomiser 3 with Pruning<br />
MDL Minimum Description Length<br />
OC1 Oblique Classifier 1<br />
PAC Probably Approximately Correct<br />
QUEST Quick, Unbiased and Efficient Statistical Tree<br />
RTG Random Tree Generator<br />
SC4.5 Stochastic C4.5<br />
SEG2 Stochastic Economic Generalized 2<br />
SID3 Stochastic Iterative Dichotomiser 3<br />
SVM Support Vector Machine<br />
TATA Tree-classification AT Anycost<br />
3
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