91% -- model accuracy rate for Bank marketing strategies (XGBoost + random forest ensemble model) (2026)

Name: Model Accuracy Rate Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-03

2026 · Academic research paper (publisher not named)

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Attribution: Academic research paper (publisher not named) View source

Lighthouse Research Team

Last verified: 2026-10-03 · How we verify data →

Source verified Evidence graded

Value

91%

Unit

Percentage

Data Vintage

2026

Entity

Bank marketing strategies (XGBoost + random forest ensemble model)

Evidence Quality

Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

Academic research paper (publisher not named) Primary Tier B

https://www.azoai.com/?tag=/Data-Analysis&page=5 ↗

Confidence: 53/100 Vintage: 2026 Channel: Common Crawl

Source Article

Data Analysis News, Research

Original Research

Academic research paper (publisher not named) · Original study ↗

Methodology

Ensemble learning model (XGBoost + random forest) applied to financial datasets for bank marketing optimization

Methodology documented

Segmentation

IndustryFinTech RoleAll marketers

Cite this stat

Plain Text

Bank marketing strategies (XGBoost + random forest ensemble model): 91% model accuracy rate. Source: Academic research paper (publisher not named) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/bank-marketing-model-accuracy-91

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<blockquote cite="https://lighthousedata.io/data/bank-marketing-model-accuracy-91" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>91%</strong> -- model accuracy rate for Bank marketing strategies (XGBoost + random forest ensemble model)<br><small>Source: Academic research paper (publisher not named) (2026) · <a href="https://lighthousedata.io/data/bank-marketing-model-accuracy-91" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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