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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

3 votes
2 answers
9k views

How to tune the hyperparameters for oneclass SVM while doing unsupervised learning?

For my task, I am doing unsupervised learning and I am trying to find the best possible value of the parameters gamma and nu in OneClassSVM. I did the following: nus = [0.001, 0.01, 0.1, 1] gammas = …
some_programmer's user avatar
0 votes
1 answer
188 views

Iterative Imputor gives the same output for all the values it has to impute

I have a df named so as follows: gas day RLM Date 0 22.03.2020 5501593 2020-03-22 1 23.03.2020 9232167 2020-03-23 2 24.03.2020 8807847 2020-03-24 3 25.03.2020 8561604 2020- …
some_programmer's user avatar
0 votes
0 answers
45 views

Python: How to find the value that separates 2 different clusters?

I am applying an unsupervised learning algorithm for building an anomaly detection using OneClass SVM method and then plotted it to visualize how it looks. I got 2 clusters: one red and the other bl …
some_programmer's user avatar