Satya PattnaikinTowards Data ScienceLogit — Global and Local Interpretability in PythonInterpreting the Logit Model — Global and Local Feature Importance5 min read·May 2, 2021----
Satya PattnaikinTowards Data ScienceA LightGBM Autoregressor — Using SktimeSklearn for Time Series!8 min read·Dec 15, 2020----
Satya PattnaikinTowards Data SciencePitfalls To Avoid while Interpreting Machine Learning-PDP/ICE case.How Feature Dependence can make us misinterpret PDP charts.9 min read·Oct 21, 2020----
Satya PattnaikinAnalytics VidhyaTesting a Difference in Population Proportions in PythonTo statistically test if population proportions of two groups are significantly different.4 min read·Jul 19, 2020----
Satya PattnaikinThe StartupPost Pruning Decision Trees Using PythonDecision trees are prone to over-fitting. Pruning techniques ensure that decision trees tend to generalize better on ‘unseen’ data. A…7 min read·Mar 18, 2020----