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MinhHuong
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Stream_mining_project
A repo for data stream mining project (M2 D&K)
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Let users input a base classifier (not fixed to Naive Bayes or Decision/Hoeffding Tree)
#15
MinhHuong
closed
5 years ago
0
Should we compute the weights based on the full labels of the training set, or on the labels seen in one chunk only?
#14
MinhHuong
opened
5 years ago
0
Discard classifiers with 0 or negative weights
#13
MinhHuong
closed
5 years ago
0
The classifiera in CostSensitiveEnsemble are sorted in descendant order, the code right now sorts everything in ascending order
#12
MinhHuong
closed
5 years ago
0
Fixing the `partial_fit` function such that it takes into account the `ChunkSize`
#11
MinhHuong
closed
5 years ago
1
Switching the computation of MSE/benefits for cost-sensitive classifiers
#10
MinhHuong
closed
5 years ago
0
Finding a library of RIPPER classifier
#9
MinhHuong
opened
5 years ago
1
Allows the use of various base classifiers in the ensemble
#8
MinhHuong
closed
5 years ago
0
Create synthetic data to reproduce the experiments
#7
MinhHuong
closed
5 years ago
1
Extend the predict function to a general multiclass problem
#6
armitakhn
closed
5 years ago
0
Implement the predict function given in Algorithm 3
#5
MinhHuong
closed
5 years ago
1
Allows the ensemble to take into account cost-sensitive applications
#4
MinhHuong
closed
5 years ago
2
Experiments
#3
MinhHuong
closed
5 years ago
0
Implement instance-based pruning
#2
MinhHuong
closed
5 years ago
1
Extend the predict function to a general multiclass problem
#1
MinhHuong
closed
5 years ago
4