Classification Algorithms
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With the help of an intricate geometric construction, we can prove that instance-wise cost functions…
19 min read -
Decision Tree Classifier, Explained: A Visual Guide with Code Examples for Beginners
Machine LearningA fresh look on our favorite upside-down tree
11 min read -
Unlocking predictive power through Yes/No probability
9 min read -
K Nearest Neighbor Classifier, Explained: A Visual Guide with Code Examples for Beginners
Machine LearningThe friendly neighbor approach to machine learning
9 min read -
Setting the Bar in Machine Learning with Simple Baseline Models
7 min read -
How generalizing the notion of VC dimension to a strategic setting can help us understand…
9 min read -
A case study of the meeting point between game theory and fundamental concepts in machine…
12 min read -
A more efficient implementation of compression-based topic classification
7 min read -
Deep dive in the modelling assumptions and their implications
6 min read