Erinevus lehekülje "Machine learning ITI8565" redaktsioonide vahel
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| 48. rida: | 48. rida: | ||
==Lecture 11 Ensemble Learning == | ==Lecture 11 Ensemble Learning == | ||
[[Media:Lecture_11_Bagging _and_Ensembles_2019.pdf |Slides]] | [[Media:Lecture_11_Bagging _and_Ensembles_2019.pdf |Slides]] | ||
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| + | ==Lecture 12 Markov models == | ||
| + | [[Media:Lecture_12_Hidden_Markov_Models_2019.pdf |Slides]] | ||
==Evaluation== | ==Evaluation== | ||
Redaktsioon: 25. aprill 2019, kell 12:15
Spring 2018/2019
ITI8565: Machine learning
Taught by: Sven Nõmm
EAP: 6.0
Time and place:
Lectures: Thursdays 14:00-15:30 ICT-A1 Labs: Thursdays 16:00-17:30 ICT-401
Consultation: By appointment.
Additional information: sven.nomm@taltech.ee
Lectures
Lecture 1 Introduction and distance function
Lecture 2 Cluster Analysis I
Lecture 3 Cluster Analysis II
Lectures 4 - 5 Supervised Learning I
Lecture 6 Supervised Learning II
Lecture 7 Supervised Learning III
Lecture 8 Supervised Learning IV
Lecture 9 Neural Networks
Lecture 10 Neural Networks
Lecture 11 Ensemble Learning
Lecture 12 Markov models
Evaluation
- 91 < score -- grade 5 (excellent)
- 81 < score < 90 -- grade 4 (very good)
- 71 < score < 80 -- grade 3 (good)
- 61 < score < 70 -- grade 2 (satisfactory)
- 51 < score < 60 -- grade 1 (acceptable)
score ≤ 50 -- a student has failed the course