File size: 1,147 Bytes
acdb0db |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 |
{
"model_performance": {
"overall_accuracy": 0.85,
"f1_macro": 0.855,
"f1_weighted": 0.86,
"precision_macro": 0.875,
"recall_macro": 0.875,
"english_accuracy": 1.0,
"malay_accuracy": 0.7,
"improvement_factor": 4.9,
"status": "production_ready",
"last_updated": "2024-06-28"
},
"per_emotion_performance": {
"fear": {
"f1": 1.0,
"precision": 1.0,
"recall": 1.0
},
"love": {
"f1": 1.0,
"precision": 1.0,
"recall": 1.0
},
"happy": {
"f1": 0.857,
"precision": 1.0,
"recall": 0.75
},
"sadness": {
"f1": 0.857,
"precision": 1.0,
"recall": 0.75
},
"anger": {
"f1": 0.75,
"precision": 0.75,
"recall": 0.75
},
"surprise": {
"f1": 0.667,
"precision": 0.5,
"recall": 1.0
}
},
"optimization_journey": {
"initial_baseline": {
"accuracy": 0.175,
"f1_macro": 0.087
},
"phase_1_optimization": {
"accuracy": 0.687,
"f1_macro": 0.34
},
"final_optimized": {
"accuracy": 0.85,
"f1_macro": 0.855
}
}
} |