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This is the implementation of Sparse Projection Oblique Randomer Forest

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Fix minor bugs in BIC functions, i.e include null checks

**Issues**: #348 After a conversation with @MrAE, I plan to create a USPORF code that can extract a tree structure in python **Attached files** Examples: - `SPORF/docs/demos/URerF/3d_usporf_outlier_detection.ipynb` : Show the...

Problem 1: - Currently, the tree structure only exists in the C++ backend and is mostly inaccessible to the user in python. Proposal 1: - Create a new python/cython code...

enhancement

**Current Problem** The USPORF algorithm now uses the similarity matrix as the output, but it is not good enough compared to other unsupervised machine learning methods. **Describe the solution you'd...

**Describe the bug** I run through the installation instructions for MACOSX and I get this bug: ``` (base) adam2392@Adams-MBP-3 packedForest % make g++ -std=c++11 -fopenmp -Wall -O3 -ffast-math -Iinc -I/usr/local/include...

bug

1. Remove continuity requirement in one dimension to allow for data such as multivariate time series 2. Obtain results on EEG kaggle dataset (https://www.kaggle.com/c/grasp-and-lift-eeg-detection/data) - Mean squared error plot for...

enhancement

When oob=True, the classification accuracy doesn't match oob=False and also shows variability even with a set seed. ```python from rerf.rerfClassifier import rerfClassifier # Import scikit-learn dataset library from sklearn import...

bug

I know we don't normally do this, but I wanted to make sure I could tag this version and specifically check for it after it's installed.

**Describe the bug** When calling predict, I obtain the error: ``` Error in factor(predictions, labels = labels) : invalid 'labels'; length n should be 1 or k ``` where `n...

bug