machine-learning 13 python 8 classification 5 data-science 4 multiclass-classification 3 python3 3 regression 3 focal-loss 2 gradient-boosting 2 metrics 2 bootstrapping 2 binary 2 ensemble-learning 2 feature-selection 2 hard-voting-classifier 2 neural-network-initialization 2 sparse-neural-network 2 lightgbm 2 counterfactual explanation 2 binary classification 2 machine learning 2 adaboost 2 tree-based-models 2 algorithmic-recourse 2 counterfactual-explanations 2 random-forest 2 decision-tree 2 optimization 2 clustering 1 data-analytics 1 statistics 1 tree-classifiers 1 data-mining-algorithms 1 gbdt 1 high-performance-computing 1 regression-algorithms 1 fraud-detection 1 evaluation 1 imbalanced-learning 1 imbalanced-classification 1 rules-engine 1 rules-based 1 rules 1 rule-engine 1 rule-based-system 1 rule-based-engine 1 rule-based-classifier 1 rule-based 1 ranking 1 pairwise-ranking 1 pairwise 1 roc-curve 1 matthews-correlation-coefficient 1 weights-and-biases 1 transformers 1 thesis-project 1 pytorch 1 python-package 1 poetry 1 natural-language-processing 1 machine-translation 1 huggingface 1 github-actions 1 generator 1 generative-model 1 discriminator 1 deep-learning 1 data-versioning 1 data-version-control 1 attention-mechanism 1 package 1 linear-models 1 education 1 perceptron 1 online-learning 1 alma 1 learning 1 machine 1 genetic-programming 1 evolutionary-computation 1 evolutionary-algorithms 1 evolutionary-algorithm 1 loss-functions 1 evaluation-metrics 1 custom-loss-functions 1 visualization 1 validation 1 timeseries 1 error-detection 1 comparison 1 automatic 1 database 1 analysis 1 time series 1 groundwater 1 hydrology 1 supervised-learning 1 benchmark 1 baseline 1 nlp 1