NourFakih commited on
Commit
2c9d740
·
verified ·
1 Parent(s): 32938b4

Upload LSTM window=1 artifacts

Browse files
Files changed (4) hide show
  1. README.md +1 -1
  2. config.json +1 -1
  3. metrics.json +17 -17
  4. model.safetensors +1 -1
README.md CHANGED
@@ -46,7 +46,7 @@ The label for each window is the **last keystroke** label in that window.
46
  - Optimizer: Adam
47
  - LR: 0.001
48
  - Batch size: 256
49
- - Epochs: 20
50
  - Seed: 42
51
 
52
  ## Files
 
46
  - Optimizer: Adam
47
  - LR: 0.001
48
  - Batch size: 256
49
+ - Epochs: 30
50
  - Seed: 42
51
 
52
  ## Files
config.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "repo_id": "NourFakih/LSTM-1win-Keystrokes",
3
- "created_at": "2026-01-13T14:30:37.153045Z",
4
  "window_size": 1,
5
  "stride": 1,
6
  "feature_cols": [
 
1
  {
2
  "repo_id": "NourFakih/LSTM-1win-Keystrokes",
3
+ "created_at": "2026-01-13T14:32:53.967860Z",
4
  "window_size": 1,
5
  "stride": 1,
6
  "feature_cols": [
metrics.json CHANGED
@@ -1,39 +1,39 @@
1
  {
2
  "classification_report": {
3
  "human": {
4
- "precision": 0.9993181508250375,
5
- "recall": 0.9988277948913665,
6
- "f1-score": 0.9990729126901893,
7
  "support": 36683
8
  },
9
  "hid": {
10
- "precision": 0.9848324514991181,
11
- "recall": 0.9911253106141285,
12
- "f1-score": 0.9879688605803255,
13
  "support": 2817
14
  },
15
- "accuracy": 0.9982784810126583,
16
  "macro avg": {
17
- "precision": 0.9920753011620778,
18
- "recall": 0.9949765527527474,
19
- "f1-score": 0.9935208866352574,
20
  "support": 39500
21
  },
22
  "weighted avg": {
23
- "precision": 0.9982850820908321,
24
- "recall": 0.9982784810126583,
25
- "f1-score": 0.9982810110498477,
26
  "support": 39500
27
  }
28
  },
29
  "confusion_matrix": [
30
  [
31
- 36640,
32
- 43
33
  ],
34
  [
35
- 25,
36
- 2792
37
  ]
38
  ]
39
  }
 
1
  {
2
  "classification_report": {
3
  "human": {
4
+ "precision": 0.9992364746945899,
5
+ "recall": 0.9989368372270534,
6
+ "f1-score": 0.9990866334946493,
7
  "support": 36683
8
  },
9
  "hid": {
10
+ "precision": 0.9862093352192363,
11
+ "recall": 0.9900603478878239,
12
+ "f1-score": 0.988131089459699,
13
  "support": 2817
14
  },
15
+ "accuracy": 0.9983037974683544,
16
  "macro avg": {
17
+ "precision": 0.9927229049569131,
18
+ "recall": 0.9944985925574387,
19
+ "f1-score": 0.9936088614771741,
20
  "support": 39500
21
  },
22
  "weighted avg": {
23
+ "precision": 0.9983074252793477,
24
+ "recall": 0.9983037974683544,
25
+ "f1-score": 0.998305322923853,
26
  "support": 39500
27
  }
28
  },
29
  "confusion_matrix": [
30
  [
31
+ 36644,
32
+ 39
33
  ],
34
  [
35
+ 28,
36
+ 2789
37
  ]
38
  ]
39
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e7f22c75f53ab824c8691780328a2709a509d94e14e7548ae838521757310f95
3
  size 78800
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0f490fd35c09c07479f65cb5699f70164bb0462248bdeda5fccbb75d261b5876
3
  size 78800