PREDICTIVE DRIFT DETECTION AND CORRECTION
Apparatuses, systems, methods, and computer program products are disclosed for drift detection and correction for predictive analytics. A prediction module applies a model to workload data to produce one or more predictive results. Workload data may include one or more records. A model may include o...
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| creator | LOVELL, James WELLMAN, Richard, W MAUGHAN, Jason PHILLIPPS, Kelly, D |
| description | Apparatuses, systems, methods, and computer program products are disclosed for drift detection and correction for predictive analytics. A prediction module applies a model to workload data to produce one or more predictive results. Workload data may include one or more records. A model may include one or more learned functions based on training data. A drift detection module detects a drift phenomenon relating to one or more predictive results. A predict-time fix module may modify at least one predictive result in response to a drift phenomenon. |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS |
| title | PREDICTIVE DRIFT DETECTION AND CORRECTION |
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