Tag feed

#logistic-regression

120 posts8 followers

Explore Hashnode

Alternatives

Trending tags this week

TTharuntharunpandya.hashnode.dev4d ago · 6 min read

Logistic Regression: The Workhorse of Yes or No Problems

Remember the Swiggy late-order problem from a couple posts ago? Ten orders, distance in kilometers, and one simple label: was it late, yes or no. We tried fitting our usual straight line to it, and it

0

TTharuntharunpandya.hashnode.devSep 19 · 7 min read

The Sigmoid Function: Squashing the World Into 0 and 1

You open YouTube. You haven't searched for anything, yet the very first video looks strangely interesting. You click. Imagine a simplified recommendation model working behind the scenes, quietly askin

0

YMYash Mangukiyacredit-risk-analytics.hashnode.devSep 13 · 2 min read

Demystifying Risk Scorecard Models: From Logistic Regression to Machine Learning

Risk scorecard models play a critical role in financial decision-making, particularly in credit risk assessment and loan underwriting. These models evaluate applicant creditworthiness by predicting ev

0

DDataModelLabdatascienceclearly.hashnode.devAug 23 · 8 min read

Logistic Regression Assumptions Explained: Why They Matter and What to Do When They Fail

INTRODUCTION: What is Logistic Regression? Logistic regression is often one of the first classification algorithms we learn. It is simple, interpretable and widely used—but fitting the model is not en

0

PMPrasanth Madhurapantulaiwtlp.hashnode.devJul 1 · 6 min read

Expected goals (xG) from scratch, and why the scoreboard lies

On 22 November 2022, Argentina, one of the favourites to win the whole World Cup, lost their opening game to Saudi Arabia, a team almost nobody gave a chance. One to two. It went down as one of the bi

0

DKDivyajot Kaurai-beginners-journey.hashnode.devJun 26 · 6 min read

Part 12: Logistic Regression: How Machines Learn to Make Yes-or-No Decisions

Imagine you're ordering food online. Before you place your order, the app might show you a message like: "Will your order arrive within 30 minutes?" The app doesn't know the future, but based on facto

0

Ddanieljasmedanieljasme.hashnode.devMay 27 · 7 min read

From Hypothesis Testing to Logistic Regression: TikTok Claims Project (Google Advanced DA — Courses 3 & 4)

This is the third post in my Google Advanced Data Analytics Certificate series, documenting the TikTok claims classification project. Part 1 covers initial data inspection (Course 1). Part 2 covers ED

0

WTwajahat tajai-ml-datascience-from-scratch.hashnode.devMay 19 · 11 min read

Building CivicAI : Part 2: Training the ML Pipeline That Powers It All

Series: Building an AI-Powered Municipal Complaint Management System from Scratch Where We Left Off In Part 1, we built our dataset from scratch — growing it from 200 raw records to a clean, label-ri

0

SCSai Charansaicharan8855.hashnode.devApr 13 · 42 min read

Logistic Regression Is Not a Classifier: From Bernoulli Likelihood to Hessian Convexity, Newton's Method, and the Failures Nobody Talks About

This post builds it from the ground up. From the Bernoulli distribution to the Hessian proof to Newton's method to the exact moment the math collapses — no black boxes, no skipped steps. The Hook Not

0

BBBahati Brenda Kizitogodfident-data.hashnode.devFeb 18 · 5 min read

Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System

If you’ve ever built a machine learning project that worked beautifully on your laptop but humbled you in production… welcome to my life 😭 Today I’m sharing my journey building CreditWise AI — my credit card fraud detection project — and everything ...

0

#logistic-regression

Search Hashnode

#logistic-regression

Explore Hashnode

Trending tags this week

Logistic Regression: The Workhorse of Yes or No Problems

The Sigmoid Function: Squashing the World Into 0 and 1

Demystifying Risk Scorecard Models: From Logistic Regression to Machine Learning

Logistic Regression Assumptions Explained: Why They Matter and What to Do When They Fail

Expected goals (xG) from scratch, and why the scoreboard lies

Part 12: Logistic Regression: How Machines Learn to Make Yes-or-No Decisions

From Hypothesis Testing to Logistic Regression: TikTok Claims Project (Google Advanced DA — Courses 3 & 4)

Building CivicAI : Part 2: Training the ML Pipeline That Powers It All

Logistic Regression Is Not a Classifier: From Bernoulli Likelihood to Hessian Convexity, Newton's Method, and the Failures Nobody Talks About

Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System