Churn Forecast Portal using Random Forest Classifier

The competitive scene inside the telecom and keeping cash businesses demands compelling client upkeep strategies. This request almost centres on making a energetic Client Churn Figure system utilizing machine learning strategies, especially the Subjective Forest Classifier, to recognize atrisk clients proactively. By analysing client data, tallying socioeconomics, advantage utilization plans, and charging information, the system predicts the likelihood of churn. The encounters picked up coordinate companies in actualizing centred on trade to make strides client steadfastness. The made system is affirmed utilizing datasets from the telecom and overseeing an account division, outlining tall precision and unflinching quality in churn figure.

Authors

Institutions

Publication Details

Journal
Journal of Innovation and Technology
Published
2024-12-01
DOI
https://doi.org/10.61453/joit.v2024no44
Primary Topic
Customer churn and segmentation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Churn Forecast Portal using Random Forest Classifier

Manjula Sanjay Koti, Arpan Chakraborty
Journal of Innovation and Technology
Customer churn and segmentation
article

Churn Forecast Portal using Random Forest Classifier

Manjula Sanjay Koti, Arpan Chakraborty
article en

Abstract

The competitive scene inside the telecom and keeping cash businesses demands compelling client upkeep strategies. This request almost centres on making a energetic Client Churn Figure system utilizing machine learning strategies, especially the Subjective Forest Classifier, to recognize atrisk clients proactively. By analysing client data, tallying socioeconomics, advantage utilization plans, and charging information, the system predicts the likelihood of churn. The encounters picked up coordinate companies in actualizing centred on trade to make strides client steadfastness. The made system is affirmed utilizing datasets from the telecom and overseeing an account division, outlining tall precision and unflinching quality in churn figure.

Journal of Innovation and TechnologyVol. 2024(1)
Dr. Hari Singh Gour University (IN)
Life in Land
Openalex Percentile: Top 67%
Customer churn and segmentation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.