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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/overview.png filter=lfs diff=lfs merge=lfs -text

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/analysis.pkl

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+oid sha256:66f781014af6502da7fd0698814e6bc354012c911793c18d0ad56eb56450a887
+size 53567

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/auc.json

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+{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.6029791077,"pred_entropy":0.5781046288,"random":0.512300853,"random-label":0.4862982661},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.0174329601,"pred_entropy":0.0116501122,"random":0.0120659806,"random-label":0.0122487016},"('Mean Dice AUBC', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4},"('Mean Dice Final', 'mean')":{"class_power_pe66_exp":0.6580085155,"pred_entropy":0.6538040386,"random":0.5238071436,"random-label":0.5005111521},"('Mean Dice Final', 'std')":{"class_power_pe66_exp":0.0147217379,"pred_entropy":0.0276190855,"random":0.022123516,"random-label":0.0131524005},"('Mean Dice Final', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4},"('Class 1 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.8590133656,"pred_entropy":0.8314165424,"random":0.7827987081,"random-label":0.7151586278},"('Class 1 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0091563375,"pred_entropy":0.0122970551,"random":0.0090284873,"random-label":0.0115935942},"('Class 1 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4},"('Class 1 Dice Final', 'mean')":{"class_power_pe66_exp":0.8946985644,"pred_entropy":0.8916481241,"random":0.799059111,"random-label":0.7371786857},"('Class 1 Dice Final', 'std')":{"class_power_pe66_exp":0.0166419219,"pred_entropy":0.0230690955,"random":0.0156550493,"random-label":0.0113409258},"('Class 1 Dice Final', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4},"('Class 2 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.3469448499,"pred_entropy":0.3247927151,"random":0.2418029979,"random-label":0.2574379044},"('Class 2 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0259471516,"pred_entropy":0.0201450712,"random":0.0189236045,"random-label":0.0210756163},"('Class 2 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4},"('Class 2 Dice Final', 'mean')":{"class_power_pe66_exp":0.4213184665,"pred_entropy":0.4159599531,"random":0.2485551762,"random-label":0.2638436185},"('Class 2 Dice Final', 'std')":{"class_power_pe66_exp":0.0183601536,"pred_entropy":0.0348489199,"random":0.0338875635,"random-label":0.0240385596},"('Class 2 Dice Final', 'count')":{"class_power_pe66_exp":4,"pred_entropy":4,"random":4,"random-label":4}}

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/auc.txt

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+                     Mean Dice AUBC                 Mean Dice Final                 Class 1 Dice AUBC                 Class 1 Dice Final                 Class 2 Dice AUBC                 Class 2 Dice Final                
+                               mean       std count            mean       std count              mean       std count               mean       std count              mean       std count               mean       std count
+Query Method                                                                                                                                                                                                                 
+class_power_pe66_exp       0.602979  0.017433     4        0.658009  0.014722     4          0.859013  0.009156     4           0.894699  0.016642     4          0.346945  0.025947     4           0.421318  0.018360     4
+pred_entropy               0.578105  0.011650     4        0.653804  0.027619     4          0.831417  0.012297     4           0.891648  0.023069     4          0.324793  0.020145     4           0.415960  0.034849     4
+random                     0.512301  0.012066     4        0.523807  0.022124     4          0.782799  0.009028     4           0.799059  0.015655     4          0.241803  0.018924     4           0.248555  0.033888     4
+random-label               0.486298  0.012249     4        0.500511  0.013152     4          0.715159  0.011594     4           0.737179  0.011341     4          0.257438  0.021076     4           0.263844  0.024039     4

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/auc_pretty.txt

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+                       Mean DICE Final    Mean DICE AUBC  #Seeds
+class_power_pe66_exp  65.80 (+/- 1.47)  60.30 (+/- 1.74)     4.0
+pred_entropy          65.38 (+/- 2.76)  57.81 (+/- 1.17)     4.0
+random                52.38 (+/- 2.21)  51.23 (+/- 1.21)     4.0
+random-label          50.05 (+/- 1.32)  48.63 (+/- 1.22)     4.0

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/beta.json

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+{"Query Method":{"0":"class_power_pe66_exp","1":"pred_entropy","2":"random","3":"random-label"},"beta":{"0":39.6037832421,"1":38.9441994099,"2":46.2466423363,"3":1.2702994403},"beta_std":{"0":12.9488994679,"1":4.5027750341,"2":45.8400547259,"3":0.1503626983}}

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/beta.txt

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+           Query Method       beta   beta_std
+0  class_power_pe66_exp  39.603783  12.948899
+1          pred_entropy  38.944199   4.502775
+2                random  46.246642  45.840055
+3          random-label   1.270299   0.150363

analysis/patch-28_44_39__sb-random-label2-all-classes__sbs-150__qs-150/ppm.json

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+{
+    "matrix": {
+        "class_power_pe66_exp": {
+            "class_power_pe66_exp": 0.0,
+            "pred_entropy": 0.0,
+            "random-label": 0.0,
+            "random": 0.0
+        },
+        "pred_entropy": {
+            "class_power_pe66_exp": 0.2,
+            "pred_entropy": 0.0,
+            "random-label": 0.0,
+            "random": 0.0
+        },
+        "random-label": {
+            "class_power_pe66_exp": 0.8,
+            "pred_entropy": 0.6000000000000001,
+            "random-label": 0.0,
+            "random": 0.2
+        },
+        "random": {
+            "class_power_pe66_exp": 0.8,
+            "pred_entropy": 0.6000000000000001,
+            "random-label": 0.0,
+            "random": 0.0
+        }
+    },
+    "alpha": 0.05,
+    "max_pos_ent": 1,
+    "compute_kwargs": {
+        "qm_key": "uncertainty",
+        "budget_key": "#Patches",
+        "value_key": "Mean Dice",
+        "skip_first": false
+    }
+}