fsrs-rs early stop

open-spaced-repetition/fsrs-rs#109
open-spaced-repetition · Oct 24, 2023 · 665a423 · 665a423
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diff --git a/README.md b/README.md
@@ -61,7 +61,7 @@ Total number of reviews for evaluation: 4,632,965
 | Algorithm | Log Loss | RMSE | RMSE(bins) |
 | --- | --- | --- | --- |
 | FSRS v4 | 0.3820 | 0.3311 | 0.0545 |
-| FSRS rs | 0.3853 | 0.3324 | 0.0579 |
+| FSRS rs | 0.3851 | 0.3324 | 0.0577 |
 | FSRS v3 | 0.5132 | 0.3670 | 0.1326 |
 | LSTM | 0.5788 | 0.3752 | 0.1385 |
 | SM2 | 0.8847 | 0.4131 | 0.2185 |
@@ -82,9 +82,9 @@ FSRS v4:
 FSRS rs:
 
 ```
-0.3824, 0.9, 2.1201, 10.973,
-4.943, 1.0508, 0.9077, 0.0143,
-1.584, 0.1496, 0.9898,
+0.3824, 0.9, 2.1198, 10.973,
+4.943, 1.0508, 0.9075, 0.0143,
+1.5827, 0.1496, 0.9898,
 2.2175, 0.061, 0.3343, 1.3145,
 0.2726, 2.8808
 ```

diff --git a/result/FSRS-rs/revlog_history-0342feb.json b/result/FSRS-rs/revlog_history-0342feb.json
@@ -1,8 +1,8 @@
 {
     "FSRS-rs": {
-        "RMSE": 0.41909347769674654,
-        "LogLoss": 0.53783420650595,
-        "RMSE(bins)": 0.07549283893757305
+        "RMSE": 0.4190944116312183,
+        "LogLoss": 0.5378368990185276,
+        "RMSE(bins)": 0.07552613921560067
     },
     "user": "0342feb",
     "size": 21545,

diff --git a/result/FSRS-rs/revlog_history-05ff595.json b/result/FSRS-rs/revlog_history-05ff595.json
@@ -1,8 +1,8 @@
 {
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-        "RMSE": 0.1655504281258187,
-        "LogLoss": 0.13276693059930628,
-        "RMSE(bins)": 0.017657553988287035
+        "RMSE": 0.16555042808401857,
+        "LogLoss": 0.13276692816186028,
+        "RMSE(bins)": 0.017657552907904973
     },
     "user": "05ff595",
     "size": 371380,

diff --git a/result/FSRS-rs/revlog_history-23e35f5.json b/result/FSRS-rs/revlog_history-23e35f5.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.43934603950484197,
-        "RMSE(bins)": 0.049742709526935144
+        "RMSE": 0.36774102233152717,
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+        "RMSE(bins)": 0.04969096976621467
     },
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diff --git a/result/FSRS-rs/revlog_history-27e8453.json b/result/FSRS-rs/revlog_history-27e8453.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.2547511589484061,
-        "RMSE(bins)": 0.016654004017360835
+        "RMSE": 0.2586417248114995,
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+        "RMSE(bins)": 0.016627285618199743
     },
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diff --git a/result/FSRS-rs/revlog_history-34305d6.json b/result/FSRS-rs/revlog_history-34305d6.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.5440769154604103,
-        "RMSE(bins)": 0.04827072530776836
+        "RMSE": 0.42374107943675005,
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diff --git a/result/FSRS-rs/revlog_history-3865c61.json b/result/FSRS-rs/revlog_history-3865c61.json
@@ -1,8 +1,8 @@
 {
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-        "RMSE(bins)": 0.032301421641579835
+        "RMSE": 0.28549577025091577,
+        "LogLoss": 0.2917785562869008,
+        "RMSE(bins)": 0.03220733398902821
     },
     "user": "3865c61",
     "size": 64570,

diff --git a/result/FSRS-rs/revlog_history-4181a16.json b/result/FSRS-rs/revlog_history-4181a16.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.34698977777035556,
-        "RMSE(bins)": 0.029732794816052774
+        "RMSE": 0.3194234287779634,
+        "LogLoss": 0.346935458953281,
+        "RMSE(bins)": 0.02964266661688829
     },
     "user": "4181a16",
     "size": 317385,

diff --git a/result/FSRS-rs/revlog_history-46a95e8.json b/result/FSRS-rs/revlog_history-46a95e8.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.43551516474553403,
-        "RMSE(bins)": 0.047138017919862225
+        "RMSE": 0.3658501586126595,
+        "LogLoss": 0.43551538174186516,
+        "RMSE(bins)": 0.04713974271784088
     },
     "user": "46a95e8",
     "size": 15865,

diff --git a/result/FSRS-rs/revlog_history-48a935a.json b/result/FSRS-rs/revlog_history-48a935a.json
@@ -1,8 +1,8 @@
 {
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-        "LogLoss": 0.4885592332031343,
-        "RMSE(bins)": 0.08730388494490367
+        "RMSE": 0.39230487471278747,
+        "LogLoss": 0.48855923235970833,
+        "RMSE(bins)": 0.0873038856994174
     },
     "user": "48a935a",
     "size": 181660,

diff --git a/result/FSRS-rs/revlog_history-4c547fa.json b/result/FSRS-rs/revlog_history-4c547fa.json
@@ -1,8 +1,8 @@
 {
     "FSRS-rs": {
-        "RMSE": 0.28016907652836004,
-        "LogLoss": 0.2910152870137519,
-        "RMSE(bins)": 0.04786022907668499
+        "RMSE": 0.280169006089803,
+        "LogLoss": 0.29101502891739056,
+        "RMSE(bins)": 0.04786019109825365
     },
     "user": "4c547fa",
     "size": 2490,

diff --git a/result/FSRS-rs/revlog_history-56fefe1.json b/result/FSRS-rs/revlog_history-56fefe1.json
@@ -1,8 +1,8 @@
 {
     "FSRS-rs": {
-        "RMSE": 0.28657686984442116,
-        "LogLoss": 0.29580311176119023,
-        "RMSE(bins)": 0.025515923463856175
+        "RMSE": 0.28657688141276516,
+        "LogLoss": 0.2958031367009444,
+        "RMSE(bins)": 0.02551592501648674
     },
     "user": "56fefe1",
     "size": 29940,

diff --git a/result/FSRS-rs/revlog_history-572f685.json b/result/FSRS-rs/revlog_history-572f685.json
@@ -9,7 +9,7 @@
     "weights": [
         0.7527,
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-        6.6949,
+        6.6947,
         10.9,
         4.911,
         0.9397,

diff --git a/result/FSRS-rs/revlog_history-5c34a90.json b/result/FSRS-rs/revlog_history-5c34a90.json
@@ -1,8 +1,8 @@
 {
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-        "RMSE(bins)": 0.03542314180318359
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+        "LogLoss": 0.29466404470034513,
+        "RMSE(bins)": 0.017819413367949805
     },
     "user": "5c34a90",
     "size": 900,

diff --git a/result/FSRS-rs/revlog_history-5f77ef0.json b/result/FSRS-rs/revlog_history-5f77ef0.json
@@ -1,28 +1,28 @@
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     "weights": [
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+        0.906,
         9.9999
     ]
 }
diff --git a/result/FSRS-rs/revlog_history-77e570b.json b/result/FSRS-rs/revlog_history-77e570b.json
@@ -1,8 +1,8 @@
 {
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+        "LogLoss": 0.2844055652591448,
+        "RMSE(bins)": 0.022450146667324186
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diff --git a/result/FSRS-rs/revlog_history-7acd353.json b/result/FSRS-rs/revlog_history-7acd353.json
@@ -1,28 +1,28 @@
 {
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 }
diff --git a/result/FSRS-rs/revlog_history-7e2c252.json b/result/FSRS-rs/revlog_history-7e2c252.json
@@ -1,8 +1,8 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-7e4e533.json b/result/FSRS-rs/revlog_history-7e4e533.json
@@ -1,8 +1,8 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-7e5ff3c.json b/result/FSRS-rs/revlog_history-7e5ff3c.json
@@ -1,16 +1,16 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-8ab976e.json b/result/FSRS-rs/revlog_history-8ab976e.json
@@ -1,8 +1,8 @@
 {
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     "user": "8ab976e",
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diff --git a/result/FSRS-rs/revlog_history-8c0e419.json b/result/FSRS-rs/revlog_history-8c0e419.json
@@ -1,8 +1,8 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-8eb67bb.json b/result/FSRS-rs/revlog_history-8eb67bb.json
@@ -1,8 +1,8 @@
 {
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+        "RMSE(bins)": 0.034528721207875486
     },
     "user": "8eb67bb",
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diff --git a/result/FSRS-rs/revlog_history-929558d.json b/result/FSRS-rs/revlog_history-929558d.json
@@ -1,8 +1,8 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-95b389b.json b/result/FSRS-rs/revlog_history-95b389b.json
@@ -1,8 +1,8 @@
 {
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diff --git a/result/FSRS-rs/revlog_history-99d582e.json b/result/FSRS-rs/revlog_history-99d582e.json
@@ -1,8 +1,8 @@
 {
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     },
     "user": "99d582e",
     "size": 850,
-Original file line number
+Diff line change
@@ Expand Up / @@ -9,7 +9,7 @@ @@
         "weights": [
 .7527,
 .2083,
-.6949,
+.6947,
 .9,
 .911,
 .9397,
@@ Expand Down @@