Reading Time: 2 minutes Introduction I find the domain of interpretable ML incredibly fascinating. Being able to open a black box and understand why… Read More »Whitening a black box: how to interpret a ML model
Reading Time: 10 minutes Note: Javier in this post shared another (very cool way) of addressing extreme class imbalance: Focal Loss. Directly borrowed from… Read More »Extreme label imbalance: when you measure the minority class in basis points
Reading Time: 7 minutes Had you asked me to explain the output of a Random Forest model six months ago, without thinking twice, I would… Read More »Why is that house so expensive? Ask a Random Forest!
Reading Time: 2 minutes Statoil/C-CORE Iceberg Classifier Challenge Quoting the Kaggle website: “Drifting icebergs present threats to navigation and activities in areas such as… Read More »Ship or iceberg, can you decide from space?
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Recommendation Engines
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Principal Component Analysis
Reading Time: 18 minutes All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Bridging Recommender Systems and Dimensionality Reduction
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »K-means Clustering
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Support Vector Machines
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »The Bias v.s. Variance Tradeoff