| language: en | |
| tags: | |
| - amazon | |
| - price-prediction | |
| - regression | |
| - iteration-6 | |
| - incremental-learning | |
| # amazon-price-predictor-image - Iteration 6 | |
| Incremental learning model trained on batch 6. | |
| ## Model Details | |
| - **Training Iteration**: 6 | |
| - **Batch Size**: 7500 | |
| - **Training Time**: 2025-10-13 00:10:44 | |
| ## Performance Metrics | |
| ```json | |
| { | |
| "iteration": 6, | |
| "batch_size": 7500, | |
| "text_model_mae": 17.034790868355532, | |
| "image_model_mae": 11.87176564435959, | |
| "price_range_min": 0.45, | |
| "price_range_max": 570.0, | |
| "training_type": "INCREMENTAL_LEARNING", | |
| "timestamp": "2025-10-13T00:10:43.502280" | |
| } | |
| ``` | |
| ## Training Strategy | |
| - Incremental batch training | |
| - Loads previous iteration model | |
| - Continuous learning approach |