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Running on Zero
Running on Zero
File size: 1,866 Bytes
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"accuracy": 0.9819819819819819,
"macro_f1": 0.9669354838709677,
"n_train": 331,
"n_test": 111,
"n_classes": 8,
"classes": [
"agv_navigation",
"equipment_maintenance",
"general_faq",
"inventory_check",
"order_status",
"picking_optimization",
"safety_incident",
"system_status"
],
"classification_report": {
"agv_navigation": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 15.0
},
"equipment_maintenance": {
"precision": 0.9375,
"recall": 1.0,
"f1-score": 0.967741935483871,
"support": 15.0
},
"general_faq": {
"precision": 1.0,
"recall": 0.6666666666666666,
"f1-score": 0.8,
"support": 6.0
},
"inventory_check": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 15.0
},
"order_status": {
"precision": 1.0,
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"f1-score": 1.0,
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},
"picking_optimization": {
"precision": 0.9375,
"recall": 1.0,
"f1-score": 0.967741935483871,
"support": 15.0
},
"safety_incident": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 15.0
},
"system_status": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 15.0
},
"accuracy": 0.9819819819819819,
"macro avg": {
"precision": 0.984375,
"recall": 0.9583333333333333,
"f1-score": 0.9669354838709677,
"support": 111.0
},
"weighted avg": {
"precision": 0.9831081081081081,
"recall": 0.9819819819819819,
"f1-score": 0.9804707933740191,
"support": 111.0
}
},
"n_generated_before_dedup": 442,
"n_exact_duplicates_removed": 0,
"duplicate_rate": 0.0,
"train_test_exact_overlap": 0
} |