Upload metrics.json
Browse files- metrics.json +94 -0
metrics.json
ADDED
|
@@ -0,0 +1,94 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test_accuracy": 0.8986666666666666,
|
| 3 |
+
"macro_f1": 0.8998991858833952,
|
| 4 |
+
"best_val_accuracy": 0.9097815764482431,
|
| 5 |
+
"params": 1206886,
|
| 6 |
+
"per_class": {
|
| 7 |
+
"buildings": {
|
| 8 |
+
"precision": 0.912621359223301,
|
| 9 |
+
"recall": 0.8604118993135011,
|
| 10 |
+
"f1-score": 0.8857479387514723,
|
| 11 |
+
"support": 437.0
|
| 12 |
+
},
|
| 13 |
+
"forest": {
|
| 14 |
+
"precision": 0.9790356394129979,
|
| 15 |
+
"recall": 0.9852320675105485,
|
| 16 |
+
"f1-score": 0.982124079915878,
|
| 17 |
+
"support": 474.0
|
| 18 |
+
},
|
| 19 |
+
"glacier": {
|
| 20 |
+
"precision": 0.8462897526501767,
|
| 21 |
+
"recall": 0.8661844484629295,
|
| 22 |
+
"f1-score": 0.8561215370866846,
|
| 23 |
+
"support": 553.0
|
| 24 |
+
},
|
| 25 |
+
"mountain": {
|
| 26 |
+
"precision": 0.8755020080321285,
|
| 27 |
+
"recall": 0.8304761904761905,
|
| 28 |
+
"f1-score": 0.852394916911046,
|
| 29 |
+
"support": 525.0
|
| 30 |
+
},
|
| 31 |
+
"sea": {
|
| 32 |
+
"precision": 0.8951310861423221,
|
| 33 |
+
"recall": 0.9372549019607843,
|
| 34 |
+
"f1-score": 0.9157088122605364,
|
| 35 |
+
"support": 510.0
|
| 36 |
+
},
|
| 37 |
+
"street": {
|
| 38 |
+
"precision": 0.8966861598440545,
|
| 39 |
+
"recall": 0.9181636726546906,
|
| 40 |
+
"f1-score": 0.9072978303747534,
|
| 41 |
+
"support": 501.0
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"confusion_matrix": [
|
| 45 |
+
[
|
| 46 |
+
376,
|
| 47 |
+
1,
|
| 48 |
+
6,
|
| 49 |
+
2,
|
| 50 |
+
6,
|
| 51 |
+
46
|
| 52 |
+
],
|
| 53 |
+
[
|
| 54 |
+
0,
|
| 55 |
+
467,
|
| 56 |
+
1,
|
| 57 |
+
4,
|
| 58 |
+
1,
|
| 59 |
+
1
|
| 60 |
+
],
|
| 61 |
+
[
|
| 62 |
+
1,
|
| 63 |
+
2,
|
| 64 |
+
479,
|
| 65 |
+
46,
|
| 66 |
+
21,
|
| 67 |
+
4
|
| 68 |
+
],
|
| 69 |
+
[
|
| 70 |
+
1,
|
| 71 |
+
1,
|
| 72 |
+
65,
|
| 73 |
+
436,
|
| 74 |
+
22,
|
| 75 |
+
0
|
| 76 |
+
],
|
| 77 |
+
[
|
| 78 |
+
5,
|
| 79 |
+
3,
|
| 80 |
+
14,
|
| 81 |
+
8,
|
| 82 |
+
478,
|
| 83 |
+
2
|
| 84 |
+
],
|
| 85 |
+
[
|
| 86 |
+
29,
|
| 87 |
+
3,
|
| 88 |
+
1,
|
| 89 |
+
2,
|
| 90 |
+
6,
|
| 91 |
+
460
|
| 92 |
+
]
|
| 93 |
+
]
|
| 94 |
+
}
|