MinhHuong Stream_mining_project issues

MinhHuong / 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