Updated JSON files

Corrected eiv_prediction_number_of_draws in JSON configuration files
and updated the intervals of std_y updating for some of the datasets.

Experiments/configurations/eiv_california.json

@@ -10,7 +10,7 @@
 	"p": 0.1,
 	"lr_update": 20,
 	"std_y_update_points": [10,5],
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_concrete.json

@@ -9,9 +9,9 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 20,
-	"std_y_update_points": 10,
-	"eiv_prediction_number_of_draws": 100,
-	"eiv_prediction_number_of_batches": 10,
+	"std_y_update_points": [10, 40],
+	"eiv_prediction_number_of_draws": [100,5],
+	"eiv_prediction_number_of_batches": 20,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,
 	"hidden_layers": [1024, 1024, 1024, 1024],

Experiments/configurations/eiv_energy.json

@@ -9,8 +9,8 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 100,
-	"std_y_update_points": 100,
-	"eiv_prediction_number_of_draws": 100,
+	"std_y_update_points": [100, 250],
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_kin8nm.json

@@ -9,8 +9,8 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 20,
-	"std_y_update_points": 19,
-	"eiv_prediction_number_of_draws": 100,
+	"std_y_update_points": [1,14],
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_msd.json

@@ -10,7 +10,7 @@
 	"p": 0.2,
 	"lr_update": 4,
 	"std_y_update_points": 4,
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_naval.json

@@ -9,8 +9,8 @@
         "report_point": 5,
         "p": 0.2,
         "lr_update": 20,
-        "std_y_update_points": 20,
-	"eiv_prediction_number_of_draws": 100,
+        "std_y_update_points": [1,14],
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
         "init_std_y_list": [0.5],
         "gamma": 0.5,

Experiments/configurations/eiv_power.json

@@ -10,7 +10,7 @@
 	"p": 0.2,
 	"lr_update": 10,
 	"std_y_update_points": 15,
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_protein.json

@@ -10,7 +10,7 @@
 	"p": 0.2,
 	"lr_update": 10,
 	"std_y_update_points": 10,
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_wine.json

@@ -10,7 +10,7 @@
 	"p": 0.2,
 	"lr_update": 30,
 	"std_y_update_points": 50,
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/eiv_yacht.json

@@ -10,7 +10,7 @@
 	"p": 0.2,
 	"lr_update": 200,
 	"std_y_update_points": [1,500],
-	"eiv_prediction_number_of_draws": 100,
+	"eiv_prediction_number_of_draws": [100,5],
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,

Experiments/configurations/noneiv_concrete.json

@@ -9,9 +9,9 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 20,
-	"std_y_update_points": 10,
+	"std_y_update_points": [10,40],
 	"noneiv_prediction_number_of_draws": 100,
-	"noneiv_prediction_number_of_batches": 10,
+	"noneiv_prediction_number_of_batches": 20,
 	"init_std_y_list": [0.5],
 	"gamma": 0.5,
 	"hidden_layers": [1024, 1024, 1024, 1024],

Experiments/configurations/noneiv_energy.json

@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 100,
-	"std_y_update_points": 100,
+	"std_y_update_points": [100, 250],
 	"noneiv_prediction_number_of_draws": 100,
 	"noneiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],

Experiments/configurations/noneiv_kin8nm.json

@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 20,
-	"std_y_update_points": 19,
+	"std_y_update_points": [1,16],
 	"noneiv_prediction_number_of_draws": 100,
 	"noneiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],

Experiments/configurations/noneiv_naval.json

@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 20,
-	"std_y_update_points": 20,
+	"std_y_update_points": [1,14],
 	"noneiv_prediction_number_of_draws": 100,
 	"noneiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],