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Machine Learning og Data Mining - Coggle Diagram
Machine Learning og Data Mining
Eksamen
Læs teori
Notér sp
1: sp TA
PCA sp
2: sp Ali
Lav eksamensspørgsmål
Plan
Ekstra blok til kladde
2 PCer
Mad
Slides
Scripts
R
Python
Maple
A4-cheat sheet
Projekt
Gennemgå
Cross-validation (CV)
Hold out method
Del i Dtrain Dtest
K-fold (at foretrække ved store datamængder)
Leave-one-out
Classification
Regression
Unsupervisered (clustering)
K-means
GMM
Assosiations Rule
Evaluation method
Jaccard Similarity
Rand Index
Outlier detection
ard()
KDE: Kernel Density Estimation
Supervised
Oral Exam
1 PCA
2 Decision Trees
3 Linear & logistic Regression & ANN
4 Bayes & Naïve Bayes
5 K-means & Hierachical clustering
6 GMM
7 CV: Forward, backwards selection
Probability
Multivariate Normal
Bernoulli
Beta
Categorical