#roc

AI SPT

PR Pranav Agrawal

Classification Metrics: Why 99% Accuracy Can Still Be Useless

A tour of accuracy, precision, recall, F1, and the two curves that finally tell you the truth for a classification model.

Jun 11, 2026 · 13 min read · 0 claps paywalled #recall #precision #roc

MDA AI SCI TCH

DE Debdarsan Niyogi (PhD) · ILLUMINATION

Reading the Robot’s Mind: Part 1 — One Clause to Rule Them All

for people who would really rather not learn statistics today

May 29, 2026 · 25 min read · 47 claps paywalled #roc #auc #precision

AI HUM SCI

RU Rumeysa Aydogdu

What Are ROC Curve and AUC? How Does the Threshold Value Affect Model Behavior?

Let’s explore the intuition behind Confusion Matrix, ROC Curve, AUC, and threshold values through real examples.

May 23, 2026 · 5 min read · 0 claps #data-science #machine-learning #auc-curve

GEN ECO

TA Tax Garden

CCFS-2026: How to Clear Your Pending ROC Filings Before July 15

⚠️The CCFS-2026 amnesty window opens April 15 and closes July 15, 2026. After July 15, MCA has warned of enforcement action against…

May 21, 2026 · 5 min read · 0 claps #startup-india #sme #ccf

AC Acumen Financial Solutions (Trusted Since '2016')

How can a company avoid penalties for ROC non-compliance?

ROC non-compliance is one of the most underestimated risks in Indian businesses. Most companies do not face penalties because of…

May 04, 2026 · 3 min read · 0 claps #roc

ECO

JA Jackrabbitconsultancy

ROC Compliance India (2026) : What Actually Needs to be Filed , When and What Happens if you Miss…

It should be noted that many private limited companies fail to comply with ROC obligations not because they choose to ignore them, but due…

Apr 24, 2026 · 1 min read · 0 claps #finance #roc #roc-compliance

HUM

FI Filing4u Consultancy

Private Limited Company Registration in Kolkata: Step-by-Step Guide

Kolkata, situated on the eastern bank of the Hooghly River, is a vibrant historical and commercial hub known for its diverse industries…

Apr 09, 2026 · 4 min read · 0 claps #company-registration #private-limited-company #company-incorporation

ECO

CH Chartered Accountant · Pune · 250+ Companies

Private Limited Company Compliance in India: A Detailed Guide for Startups in Pune & Pimpri…

Registering a Private Limited Company is an important milestone for entrepreneurs and startups. However, incorporation is only the first…

Mar 06, 2026 · 4 min read · 0 claps #private-limited-company #gst-in-india #gst

AI SCI

SA Sarthak Pattanaik

The ROC Curve: Decision Thresholds, Partial AUC, and Why Accuracy Is a Trap

In the previous installments of this series, we watched features conspire against ordinary least squares in the geometry of…

Mar 03, 2026 · 11 min read · 1 claps #roc #auc #accuracy

GEN SPT

FI Finodha

Why Small Documentation Gaps Often Lead to Bigger Compliance Issues

Most compliance problems are assumed to come from large mistakes — incorrect filings, missed deadlines, or misunderstandings of rules.

Feb 13, 2026 · 1 min read · 0 claps #digital-signatures #mca #roc

ECO

FI Finodha

Why Private Limited Compliance Often Feels Heavier After Incorporation

For many founders, incorporation feels like the primary milestone.

Feb 12, 2026 · 1 min read · 0 claps #mca #roc #private-limited-reg

ECO SPR

RO ROC Citizenship

Nauru Slashes CBI Costs and Introduces 30% Discounted Limited Time Offer — ROC Citizenship

On the first anniversary of its launch, Nauru has announced significant reforms to its Citizenship by Investment program, aiming to improve…

Feb 10, 2026 · 3 min read · 0 claps #cbi-cost #roc #citizenship

HUM SPR

NA Nadin Brzezinski

Religion is the Opium of the People: Russian Edition

Russian history is a set of contradictions, some stranger than others. The fact that Joseph Stalin is seeing a revival is a fact. But where…

Nov 14, 2024 · 4 min read · 1,212 claps paywalled #roc #russian-history #soloviki

HUM AI

DA Data Beats

Logistic Regression Headstart with Evaluation Metrics

Supervised learning can be classified into two: Regression and Classification. Regression involves predicting a continuous value and…

Aug 01, 2023 · 7 min read · 1 claps #logistic-regression #roc #auc

AI

UZ Uzair Ahmad

Evaluating classification models using ROC/AUC

A receiver operating characteristic curve, or ROC curve, is a graphical plot that shows the behaviour of a classifier. It was originated in…

Sep 04, 2021 · 4 min read · 2 claps #roc #auc #classification-models