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NISL-MSU · Mar 31, 2023 · b856d75 · b856d75
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diff --git a/CVResults/Boston/DualAQD/regression_report-DualAQD-Boston.txt b/CVResults/Boston/DualAQD/regression_report-DualAQD-Boston.txt
@@ -1,3 +1,3 @@
-Overall MSE 8.914063 (+/- 3.903600)
-Overall PICP 0.950392 (+/- 0.016371)
-Overall MPIW 9.990061 (+/- 2.261651)
+Overall MSE 8.582197 (+/- 3.414031)
+Overall PICP 0.952431 (+/- 0.013356)
+Overall MPIW 9.361881 (+/- 1.120965)
diff --git a/CVResults/Boston/DualAQD/validation_MPIW-DualAQD-Boston.npy b/CVResults/Boston/DualAQD/validation_MPIW-DualAQD-Boston.npy
diff --git a/CVResults/Boston/DualAQD/validation_MSE-DualAQD-Boston.npy b/CVResults/Boston/DualAQD/validation_MSE-DualAQD-Boston.npy
diff --git a/CVResults/Boston/DualAQD/validation_PICP-DualAQD-Boston.npy b/CVResults/Boston/DualAQD/validation_PICP-DualAQD-Boston.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-10_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-1_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-2_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-3_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMSE.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMSEtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyMSEtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-4_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-5_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-6_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMSE.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMSEtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyMSEtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-7_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyMSE.npy
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diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-8_validationMSE
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9 b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMPIW.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMPIW.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMPIWtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMPIWtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMSE.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMSE.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMSEtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyMSEtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyPICP.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyPICP.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyPICPtr.npy b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_historyPICPtr.npy
diff --git a/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_validationMSE b/CVResults/Boston/DualAQD/weights-DualAQD-Boston-9_validationMSE
diff --git a/CVResults/Boston/MCDropout/regression_report-MCDropout-Boston.txt b/CVResults/Boston/MCDropout/regression_report-MCDropout-Boston.txt
@@ -1,3 +1,3 @@
-Overall MSE 8.944 (+/- 3.869)
-Overall PICP 0.960 (+/- 0.009)
-Overall MPIW 12.517 (+/- 2.277)
+Overall MSE 8.634005 (+/- 3.386545)
+Overall PICP 0.956431 (+/- 0.011956)
+Overall MPIW 12.300151 (+/- 1.984286)
diff --git a/CVResults/Boston/MCDropout/validation_MPIW-MCDropout-Boston.npy b/CVResults/Boston/MCDropout/validation_MPIW-MCDropout-Boston.npy
diff --git a/CVResults/Boston/MCDropout/validation_MSE-MCDropout-Boston.npy b/CVResults/Boston/MCDropout/validation_MSE-MCDropout-Boston.npy
diff --git a/CVResults/Boston/MCDropout/validation_PICP-MCDropout-Boston.npy b/CVResults/Boston/MCDropout/validation_PICP-MCDropout-Boston.npy
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diff --git a/CVResults/Boston/comparison_MSE.jpg b/CVResults/Boston/comparison_MSE.jpg
diff --git a/CVResults/Boston/comparison_PICP.jpg b/CVResults/Boston/comparison_PICP.jpg
diff --git a/CVResults/Boston/t-test.txt b/CVResults/Boston/t-test.txt
@@ -1,12 +1,12 @@
 MPIW
-DualAQD vs QD+: t-value = -3.376073. p-value = 0.008177770036262714)
-DualAQD vs QD: t-value = -7.361807. p-value = 4.273247386598834e-05)
-DualAQD vs MC-Dropout-PI: t-value = -3.263628. p-value = 0.009781836824109835)
+DualAQD vs QD+: t-value = -4.671115. p-value = 0.0011667519973737627)
+DualAQD vs QD: t-value = -13.204240. p-value = 3.396224038181191e-07)
+DualAQD vs MC-Dropout-PI: t-value = -4.200299. p-value = 0.0023056713446747237)
 PICP
-DualAQD vs QD+: t-value = -0.720308. p-value = 0.48961956155035846)
-DualAQD vs QD: t-value = -2.687874. p-value = 0.024883026128369644)
-DualAQD vs MC-Dropout-PI: t-value = -1.639006. p-value = 0.13563461095259924)
+DualAQD vs QD+: t-value = -0.617387. p-value = 0.5522777761067107)
+DualAQD vs QD: t-value = -3.842311. p-value = 0.003952523890967694)
+DualAQD vs MC-Dropout-PI: t-value = -0.801784. p-value = 0.44333161563679546)
 MSE
-DualAQD vs QD+: t-value = -3.325295. p-value = 0.008865242340217034)
-DualAQD vs QD: t-value = -3.168531. p-value = 0.011392855526432513)
-DualAQD vs MC-Dropout-PI: t-value = -0.362488. p-value = 0.725353477391629)
+DualAQD vs QD+: t-value = -3.534201. p-value = 0.00637180005353644)
+DualAQD vs QD: t-value = -3.567350. p-value = 0.006049279685891569)
+DualAQD vs MC-Dropout-PI: t-value = -0.434043. p-value = 0.6744762158121598)
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1 b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMPIW.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMSE.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMSEtr.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyPICP.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyPICPtr.npy b/CVResults/Concrete/DualAQD/alpha_0.01_long/weights-DualAQD-Concrete-1_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1 b/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1
diff --git a/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyMPIW.npy b/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyPICP.npy b/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyPICPtr.npy b/CVResults/Concrete/DualAQD/alpha_0.1/weights-DualAQD-Concrete-1_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/regression_report-DualAQD-Concrete.txt b/CVResults/Concrete/DualAQD/regression_report-DualAQD-Concrete.txt
@@ -1,3 +1,3 @@
-Overall MSE 22.453804 (+/- 4.788954)
-Overall PICP 0.940777 (+/- 0.011027)
-Overall MPIW 15.882522 (+/- 1.853746)
+Overall MSE 22.801886 (+/- 4.917882)
+Overall PICP 0.951456 (+/- 0.000000)
+Overall MPIW 15.544325 (+/- 1.418343)
diff --git a/CVResults/Concrete/DualAQD/validation_MPIW-DualAQD-Concrete.npy b/CVResults/Concrete/DualAQD/validation_MPIW-DualAQD-Concrete.npy
diff --git a/CVResults/Concrete/DualAQD/validation_MSE-DualAQD-Concrete.npy b/CVResults/Concrete/DualAQD/validation_MSE-DualAQD-Concrete.npy
diff --git a/CVResults/Concrete/DualAQD/validation_PICP-DualAQD-Concrete.npy b/CVResults/Concrete/DualAQD/validation_PICP-DualAQD-Concrete.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-10_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-1_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-2_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-3_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-4_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-5_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-6_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-7_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-8_validationMSE
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9 b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMPIW.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMPIW.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMPIWtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMPIWtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMSE.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMSE.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMSEtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyMSEtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyPICP.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyPICP.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyPICPtr.npy b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_historyPICPtr.npy
diff --git a/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_validationMSE b/CVResults/Concrete/DualAQD/weights-DualAQD-Concrete-9_validationMSE
diff --git a/CVResults/Concrete/comparison_MPIW.jpg b/CVResults/Concrete/comparison_MPIW.jpg
diff --git a/CVResults/Concrete/comparison_MSE.jpg b/CVResults/Concrete/comparison_MSE.jpg
diff --git a/CVResults/Concrete/comparison_PICP.jpg b/CVResults/Concrete/comparison_PICP.jpg
diff --git a/CVResults/Concrete/t-test.txt b/CVResults/Concrete/t-test.txt
@@ -1,48 +1,12 @@
 MPIW
-DualAQD vs QD+: t-value = -4.055254. p-value = 0.0028622591575628692)
-DualAQD vs QD: t-value = -20.993896. p-value = 5.917175199619248e-09)
-DualAQD vs MC-Dropout-PI: t-value = -8.180660. p-value = 1.850980234097431e-05)
+DualAQD vs QD+: t-value = -6.749805. p-value = 8.366738552242504e-05)
+DualAQD vs QD: t-value = -19.039457. p-value = 1.4008796840155841e-08)
+DualAQD vs MC-Dropout-PI: t-value = -11.407743. p-value = 1.1836120802872604e-06)
 PICP
-DualAQD vs QD+: t-value = -2.121322. p-value = 0.06290237489334177)
-DualAQD vs QD: t-value = -7.829343. p-value = 2.6285274787210374e-05)
-DualAQD vs MC-Dropout-PI: t-value = 0.991553. p-value = 0.3417416177294981414)
+DualAQD vs QD+: t-value = -0.230771. p-value = 0.8226530879603213)
+DualAQD vs QD: t-value = -5.056210. p-value = 0.000684550574000363)
+DualAQD vs MC-Dropout-PI: t-value = -1.500004. p-value = 0.1678495176602826)
 MSE
-DualAQD vs QD+: t-value = -3.112950. p-value = 0.012459439912513873)
-DualAQD vs QD: t-value = -7.703512. p-value = 2.9891728153325954e-05)
-DualAQD vs MC-Dropout-PI: t-value = -1.157252. p-value = 0.2769595930460797)
-MPIW
-DualAQD vs QD+: t-value = -4.932168. p-value = 0.0008109197181903382)
-DualAQD vs QD: t-value = -20.505875. p-value = 7.28341251007821e-09)
-DualAQD vs MC-Dropout-PI: t-value = -10.864749. p-value = 1.7868282124955514e-06)
-PICP
-DualAQD vs QD+: t-value = 0.000000. p-value = 1.0)
-DualAQD vs QD: t-value = -5.013778. p-value = 0.0007252115306612845)
-DualAQD vs MC-Dropout-PI: t-value = -1.245684. p-value = 0.2443326634428257)
-MSE
-DualAQD vs QD+: t-value = -3.112950. p-value = 0.012459439912513873)
-DualAQD vs QD: t-value = -7.703512. p-value = 2.9891728153325954e-05)
-DualAQD vs MC-Dropout-PI: t-value = -1.157252. p-value = 0.2769595930460797)
-MPIW
-DualAQD vs QD+: t-value = -4.932168. p-value = 0.0008109197181903382)
-DualAQD vs QD: t-value = -20.505875. p-value = 7.28341251007821e-09)
-DualAQD vs MC-Dropout-PI: t-value = -10.864749. p-value = 1.7868282124955514e-06)
-PICP
-DualAQD vs QD+: t-value = 0.000000. p-value = 1.0)
-DualAQD vs QD: t-value = -5.013778. p-value = 0.0007252115306612845)
-DualAQD vs MC-Dropout-PI: t-value = -1.245684. p-value = 0.2443326634428257)
-MSE
-DualAQD vs QD+: t-value = -3.112950. p-value = 0.012459439912513873)
-DualAQD vs QD: t-value = -7.703512. p-value = 2.9891728153325954e-05)
-DualAQD vs MC-Dropout-PI: t-value = -1.157252. p-value = 0.2769595930460797)
-MPIW
-DualAQD vs QD+: t-value = -4.932168. p-value = 0.0008109197181903382)
-DualAQD vs QD: t-value = -20.505875. p-value = 7.28341251007821e-09)
-DualAQD vs MC-Dropout-PI: t-value = -10.864749. p-value = 1.7868282124955514e-06)
-PICP
-DualAQD vs QD+: t-value = 0.000000. p-value = 1.0)
-DualAQD vs QD: t-value = -5.013778. p-value = 0.0007252115306612845)
-DualAQD vs MC-Dropout-PI: t-value = -1.245684. p-value = 0.2443326634428257)
-MSE
-DualAQD vs QD+: t-value = -3.112950. p-value = 0.012459439912513873)
-DualAQD vs QD: t-value = -7.703512. p-value = 2.9891728153325954e-05)
-DualAQD vs MC-Dropout-PI: t-value = -1.157252. p-value = 0.2769595930460797)
+DualAQD vs QD+: t-value = -2.765008. p-value = 0.021931789386910382)
+DualAQD vs QD: t-value = -7.789053. p-value = 2.738521617731142e-05)
+DualAQD vs MC-Dropout-PI: t-value = 0.404692. p-value = 0.6951531459328688)
diff --git a/CVResults/Protein/DualAQD/regression_report-DualAQD-Protein.txt b/CVResults/Protein/DualAQD/regression_report-DualAQD-Protein.txt
@@ -0,0 +1,3 @@
+Overall MSE 14.786893 (+/- 0.404429)
+Overall PICP 0.950448 (+/- 0.000746)
+Overall MPIW 13.019126 (+/- 0.264994)
diff --git a/CVResults/Protein/DualAQD/validation_MPIW-DualAQD-Protein.npy b/CVResults/Protein/DualAQD/validation_MPIW-DualAQD-Protein.npy
diff --git a/CVResults/Protein/DualAQD/validation_MSE-DualAQD-Protein.npy b/CVResults/Protein/DualAQD/validation_MSE-DualAQD-Protein.npy
diff --git a/CVResults/Protein/DualAQD/validation_PICP-DualAQD-Protein.npy b/CVResults/Protein/DualAQD/validation_PICP-DualAQD-Protein.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-10_historyPICPtr.npy
diff --git a/.../weights-DualAQD-Concrete-1_validationMSE → .../weights-DualAQD-Protein-10_validationMSE b/.../weights-DualAQD-Concrete-1_validationMSE → .../weights-DualAQD-Protein-10_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyMSE.npy
diff --git a/...ights-DualAQD-Concrete-1_historyMSEtr.npy → ...eights-DualAQD-Protein-1_historyMSEtr.npy b/...ights-DualAQD-Concrete-1_historyMSEtr.npy → ...eights-DualAQD-Protein-1_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-1_historyPICPtr.npy
diff --git a/.../weights-DualAQD-Concrete-1_validationMSE → ...D/weights-DualAQD-Protein-1_validationMSE b/.../weights-DualAQD-Concrete-1_validationMSE → ...D/weights-DualAQD-Protein-1_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-2_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-3_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-4_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-5_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-6_validationMSE
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7 b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMPIW.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMPIW.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMPIWtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMPIWtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMSE.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMSE.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMSEtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyMSEtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyPICP.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyPICP.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyPICPtr.npy b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_historyPICPtr.npy
diff --git a/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_validationMSE b/CVResults/Protein/DualAQD/weights-DualAQD-Protein-7_validationMSE