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When calculating AUC of ROC, most people use false positve and true positve as their axises. From my understanding, efficiency corresponds to true positve but purity does not match to 1 - false posit…
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Hello, I am very interested in your work! I would like to ask about the seed setting for USPS and FASHION data sets. I want to follow your work. Is it convenient to provide the result file?
In the pa…
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Hello,
I have a process per GPU and the amount of data distributed across all the processes could be imbalanced so a process could complete training faster than other processes.
If a process co…
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Hi,
@albahnsen Do you have any thoughts on the relationship between the cost matrix and re-balancing the data? I notice that you do not rebalance in your final logistic regression model in your wo…
S-C-H updated
4 years ago
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3가지의 클래스로 분류를 하고싶은데 하나의 클래스만 데이터 수가 1/11 또는 1/10로 다른 클래스들과 차이가나는데 학습전에 데이터 불균형을 어떻게 잡는게 좋을까요...?ㅠㅠ
Tajyu updated
3 years ago
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i trained my model on tesla v100 for 58,000 steps & my Average loss is 23. & My MAP is 43.42%. & even my final.weight & best.weight is not saved after training is completed.
* what command do you …
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Here I want to brainstorm a list to what are all the potential threats (i.e., where can things go wrong) to a machine learning project? Our checklist need not address all of them, but we should in our…
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A list of resources that may be useful for describing/understanding sampling/weighting methods for unbalanced data.
Feel free to add below new topics to search or resources to summarize, related to s…
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For each resampled (chunked) pump csv file, did you only mark 1 chunk as True?
E.g. if there is a pump at `2019-03-1 17.00` and I chunked my csv data into 5 second chunks (and only taking into cons…
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**Describe the bug**
When fitting SVC to certain data the .support_ attribute does not get updated
**Steps/Code to reproduce bug**
In this gist, you can see that cuML's SVC does not update the `s…