Integrated util package for DS4400
Setting input data framework by calling utils.ml_utils.set_framework('...')
or by macros.
Reference - utils/ml_utils/init.py
NumPy (default)
Pandas
- Mean Squared Error
- Mean Absolute Error
- Confusion Matrix
- Accuracy Sensitivity Specificity Precision F1-Score
- Mean Perceptron Error
- Phi Coefficient
- Cosine Similarity
- Gini Index
- Entropy
- Random Step
- Gradient Descent
- Perceptron
- Stateful Naive Bayes
- Stateful Vectorization
- Stateful KNN
- Decision Tree