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Class Notes for Computer and Information Sciences at University of Delaware

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CISC484 Lecture 21: Hidden Marcov Models (Cont.)
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el Cont O is a set of onssons (E) (E) Probably tomar ntas hat s has arbitrary t). traMS, nat lash at auths en rad, compute especaten. esHAate proba th of f ett Semester

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture Notes - Lecture 19: State Transit Authority
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typically) n bags ng ch Joda s a large dataset Sea, ass. caron iterate through epoh Class every is a Lane Sanda Lie batch a Pesch rigem meds Peach rates more sens Marla Mael does at band deadline/az does the t lool (HMM) O...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 22: HMM & Clustering
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EDA prob of most probable state wi at (wilt)) for a 3 obser atan t t to, all i T) OK M-step Cox a sion here) ht loca can get ca. Bach welch Al Clusteins wa after he Huls ngs are las ase can see EDA prob of most probable s...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 23: Clustering
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Cluster fb d bin 19 abe s they re closer m (Circ at coli can lead t 19As EC points that are uery to each dec ECL as CC closest that can be very trom Eacho,there Combines OT the Lales of fue polts es cambhus d stents at get...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture Notes - Lecture 18: Telecom Regulatory Authority Of India
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Boosts oostn NL of tra ng stances weight of Am t nst at the eaton at the mater /A to where all Let DL be the trai nstances are Lean made he based on Dos Correct for al yot 3 points wrong PA Ats, different lancs cauld to th...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 13: Decision Trees
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Midr rees eci ech rces. Lag Resress Get A on SUM's. Theo Entropy prob for any autoome a, b, d que Hons yo .mist code outcome 00 0110 CAM en on codes sr letter is yes no bi H T used? bits YAN Completely c oust came need to ...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 15: Decision Trees Cont.
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Deci, on Trees Party orty Near Dar 1 Aler N TV Mar u N N S to stay AF A compute IGCs, else Fo all ligest inf Let F be one with the F are ma TCCS Create a made for ed ankare fd SA is the suu of instances in Valve IA 12Alapy...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture Notes - Lecture 16: List Of A Song Of Ice And Fire Characters, Butes, Ion
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Ensemble Methods base learners are Weall leaners leaner Cemes. for each se leaner eau Learners class. made base learners Cass rate is E s is a be 428 here so whole fal n as E O total euron rate eca AS ests of learner, Pro ...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 17: Ensemble Learning Methods Detailed
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(Com Asembl Astances agang of obses madels be ence de with replacement select A, N el by Lean a m /Om eventually a instance label as per Gery mode. LSUM, tram, etc. A s 45 Con either on y s or 75 I 2 3 S 6 7 8 a chase n th...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture Notes - Lecture 12: Astronaut
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Mult Later Pere ROLA (Cont) re S. of tolerates noise it LONG t nt incaprehensible model. ress l of k ended USA, T use udden more velopment se s to see t Hain: As sel is thy hank resuts, when ad As a Ae ret n ola uute rando...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 9: SVM Cont. 3
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3/9/12 lo) if one is non zero, then other if giuen (unseen seen tra, ning set ll wat to n mice onsexable there's error Sd error Cnot had O or I Parameter that user chaoses Controls He en ur Le error 3/9/12 lo) if one is n...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture Notes - Lecture 10: Unnao, Perceptron, Dsv Alvin
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Multi Laye perceptron goes fo layer or P t stin ing layers alloc ed ays goes to connect Cerons Output Layer team Bou no one of these Share Multi Laye perceptron goes fo layer or P t stin ing layers alloc ed ays goes to co...

Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 11: Multi Layer Perceptron Cont
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MLP Cont SUNn Mold as (hj) uhit ack Of 3/20/17 MLP Cont SUNn Mold as (hj) uhit ack Of 3/20/17into aj) at onits. past 2.40 for n AS ch *Bach Fra ogator has se eral issues as C load lang tas applicati -tae (good apply it OA...

Computer and Information Sciences
CISC484
Vijay Shanker
Computer and Information Sciences
CISC484
Vijay Shanker
CISC484 Lecture 6: SVM
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Computer and Information Sciences
CISC484
Vijay Shanker

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