Questions tagged [multi-instance-learning]
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8
questions
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33 views
How to split Algorithms into multiple machines? [closed]
I have NLP big dataset (millions of records)
and I am trying to find best algorithm that can do predictive modeling / classifications
I use these algorithms mainly (Logistic Regression, Random Forest, ...
2
votes
1answer
57 views
Where can I find free multi-instance single-label datasets for object detection?
I'm trying to find free multi-instance single-label datasets for object detection online.
By "multi-instance and single-label" I mean that each image contains only object belonging to one ...
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0answers
8 views
Bag Level labels from instance labels
I have a 4 class classification problem using speech data. The speech signals are of variable length ranging from 1 sec to 8 sec. I am making chunks of 3 secs by chopping the longer utterances and ...
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0answers
13 views
Multiple Instance Learning when different number of instances in each bag
I am trying to do a Multiple Instance Learning for a binary classification problem, where each bag of instances has an associated label 0/1. However, the different bags have different numbers of ...
1
vote
0answers
24 views
Reducing High generalization-error on industrial fault data
I have a industrial dataset containing labeled machine data for fault classification(3 classes: 1 ok, 2 for faults). The problem is that i have less (~16) different machines, thus iam currently having ...
0
votes
1answer
22 views
CNN with Multi channel input or CNN with Multi instance learning?
I have 500 Dicom images of medical scan of patients. These are 3 dimension scans , shape = [300 x 300 x 3]. From these I have extracted Front and side views. So, for each patient I have 2 images of ...
1
vote
1answer
21 views
SMOTE for multi-instance learning i.e num_rows(x_train) > num_rows(y_train)
I have an imbalanced dataset and I wish to predict classes(0 or 1).
Sample x_train:
...
2
votes
1answer
142 views
Text classification with multiple documents per labeled datapoint
I have a dataset with a label TRUE or FALSE for each person, but each person has multiple documents associated with them (emails ...
