AI Analytics Hub

SJ
Sarah Johnson

Active Machine Learning Models

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Neural Demand Forecaster

Deep Learning β€’ LSTM
ACTIVE
Accuracy
98.7%
Predictions/sec 1,247
Data Source D365 F&O
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Revenue Predictor XGBoost

Gradient Boosting β€’ Ensemble
ACTIVE
Accuracy
96.3%
Predictions/sec 892
Data Source D365 BC
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Anomaly Detection Engine

Isolation Forest β€’ Unsupervised
ACTIVE
Detection Rate
94.2%
False Positives 2.1%
Monitoring Real-time
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NLP Sentiment Analyzer

Transformer β€’ BERT
TRAINING
Training Progress
67%
ETA 23 min
Dataset 1.2M records

Model Performance Comparison