PinnedJeffrey NäfinTowards Data ScienceWhat Is a Good Imputation for Missing Values?My current take on what imputation should beJun 82Jun 82
PinnedJeffrey NäfinTowards Data ScienceDRF: A Random Forest for (almost) everythingWhen Breiman introduced the Random Forest (RF) algorithm in 2001, did he know the tremendous effect it would have? Nowadays RF is a heavily…Feb 1, 20221Feb 1, 20221
Jeffrey NäfinTowards Data ScienceHow to Evaluate Your PredictionsBe mindful of the measure you chooseMay 173May 173
Jeffrey NäfinTowards Data ScienceRandom Forests in 2023: Modern Extensions of a Powerful MethodRandom Forests came a long wayNov 7, 20231Nov 7, 20231
Jeffrey NäfinTowards Data ScienceVariable Importance in Random ForestsTraditional Methods and New DevelopmentsNov 3, 20232Nov 3, 20232
Jeffrey NäfinTowards Data ScienceRandom Forests and Missing ValuesThere is a very Intriguing Practical FixJun 21, 20231Jun 21, 20231
Jeffrey NäfinTowards Data ScienceStudying the Gender Wage Gap in the US Using Distributional Random ForestsAn example of a real data analysis with DRFFeb 18, 20234Feb 18, 20234
Jeffrey NäfinTowards Data ScienceInference for Distributional Random ForestsConfidence intervals for a powerful nonparametric methodFeb 17, 20231Feb 17, 20231
Jeffrey NäfinTowards Data ScienceDeep Dive into HPLBs for A/B testing using Random ForestAn alternative to p-values in A/B-TestingDec 12, 2022Dec 12, 2022