remove spaces in metric names

Author: CarlosGomes98

terratorch/tasks/classification_tasks.py

@@ -154,31 +154,31 @@ def configure_metrics(self) -> None:
         class_names = self.hparams["class_names"]
         metrics = MetricCollection(
             {
-                "Overall Accuracy": MulticlassAccuracy(
+                "Overall_Accuracy": MulticlassAccuracy(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                     average="micro",
                 ),
-                "Average Accuracy": MulticlassAccuracy(
+                "Average_Accuracy": MulticlassAccuracy(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                     average="macro",
                 ),
-                "Multiclass Accuracy Class": ClasswiseWrapper(
+                "Multiclass_Accuracy_Class": ClasswiseWrapper(
                     MulticlassAccuracy(
                         num_classes=num_classes,
                         ignore_index=ignore_index,
                         average=None,
                     ),
                     labels=class_names,
                 ),
-                "Multiclass Jaccard Index": MulticlassJaccardIndex(num_classes=num_classes, ignore_index=ignore_index),
-                "Multiclass Jaccard Index Class": ClasswiseWrapper(
+                "Multiclass_Jaccard_Index": MulticlassJaccardIndex(num_classes=num_classes, ignore_index=ignore_index),
+                "Multiclass_Jaccard_Index_Class": ClasswiseWrapper(
                     MulticlassJaccardIndex(num_classes=num_classes, ignore_index=ignore_index, average=None),
                     labels=class_names,
                 ),
                 # why FBetaScore
-                "Multiclass F1 Score": MulticlassFBetaScore(
+                "Multiclass_F1_Score": MulticlassFBetaScore(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                     beta=1.0,

terratorch/tasks/multilabel_classification_tasks.py

@@ -42,13 +42,13 @@ def configure_losses(self) -> None:
     def configure_metrics(self) -> None:
         metrics = MetricCollection(
             {
-                "Overall Accuracy": MultilabelAccuracy(
+                "Overall_Accuracy": MultilabelAccuracy(
                     num_labels=self.hparams["model_args"]["num_classes"], average="micro"
                 ),
-                "Average Accuracy": MultilabelAccuracy(
+                "Average_Accuracy": MultilabelAccuracy(
                     num_labels=self.hparams["model_args"]["num_classes"], average="macro"
                 ),
-                "Multilabel F1 Score": MultilabelFBetaScore(
+                "Multilabel_F1_Score": MultilabelFBetaScore(
                     num_labels=self.hparams["model_args"]["num_classes"], beta=1.0, average="micro"
                 ),
             }

terratorch/tasks/segmentation_tasks.py

@@ -168,13 +168,13 @@ def configure_metrics(self) -> None:
         class_names = self.hparams["class_names"]
         metrics = MetricCollection(
             {
-                "Multiclass Accuracy": MulticlassAccuracy(
+                "Multiclass_Accuracy": MulticlassAccuracy(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                     multidim_average="global",
                     average="micro",
                 ),
-                "Multiclass Accuracy Class": ClasswiseWrapper(
+                "Multiclass_Accuracy_Class": ClasswiseWrapper(
                     MulticlassAccuracy(
                         num_classes=num_classes,
                         ignore_index=ignore_index,
@@ -183,18 +183,18 @@ def configure_metrics(self) -> None:
                     ),
                     labels=class_names,
                 ),
-                "Multiclass Jaccard Index Micro": MulticlassJaccardIndex(
+                "Multiclass_Jaccard_Index_Micro": MulticlassJaccardIndex(
                     num_classes=num_classes, ignore_index=ignore_index, average="micro"
                 ),
-                "Multiclass Jaccard Index": MulticlassJaccardIndex(
+                "Multiclass_Jaccard_Index": MulticlassJaccardIndex(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                 ),
-                "Multiclass Jaccard Index Class": ClasswiseWrapper(
+                "Multiclass_Jaccard_Index_Class": ClasswiseWrapper(
                     MulticlassJaccardIndex(num_classes=num_classes, ignore_index=ignore_index, average=None),
                     labels=class_names,
                 ),
-                "Multiclass F1 Score": MulticlassF1Score(
+                "Multiclass_F1_Score": MulticlassF1Score(
                     num_classes=num_classes,
                     ignore_index=ignore_index,
                     multidim_average="global",