Datasets:
obstacle_proximity_cm int64 | human_presence_confidence float64 | battery_level_percent float64 | mission_priority_level int64 | internal_temperature_celsius float64 | system_latency_ms int64 | environmental_risk_index float64 | decision_action string |
|---|---|---|---|---|---|---|---|
85 | 0.91 | 62.5 | 4 | 48.2 | 35 | 0.27 | slow_down |
Humanoid Decision Response Dataset
Overview
Dataset ini merekam bagaimana sistem kognitif humanoid merespons berbagai situasi lingkungan secara real-time.
Cocok untuk:
- Autonomous decision modeling
- Risk-aware response system
- Behavioral AI research
Features
- obstacle_proximity_cm
- human_presence_confidence
- battery_level_percent
- mission_priority_level (1-5)
- internal_temperature_celsius
- system_latency_ms
- environmental_risk_index
Target
- decision_action (proceed / slow_down / stop / emergency_shutdown)
Task
Multiclass Classification (4 classes)
Recommended Metrics
- Accuracy
- F1 Macro
- Confusion Matrix
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