9db50ab9ed6bf6b4e462c84e2c38fedd36e7467a,niftynet/io/image_sets_partitioner.py,ImageSetsPartitioner,randomly_split_dataset,#ImageSetsPartitioner#Any#,163

Before Change

    def randomly_split_dataset(self, overwrite=False):
        if overwrite:
            validation_fraction, inference_fraction = self.ratios
            n_total = self.number_of_subjects()
            n_valid = int(math.ceil(n_total * validation_fraction))
            n_infer = int(math.ceil(n_total * inference_fraction))

After Change

        This function sets self._partition_ids
        
        if overwrite:
            try:
                valid_fraction, infer_fraction = self.ratios
                valid_fraction = max(min(1.0, float(valid_fraction)), 0.0)
                infer_fraction = max(min(1.0, float(infer_fraction)), 0.0)
            except (TypeError, ValueError):
                tf.logging.fatal(
                    "Unknown format of faction values %s", self.ratios)
                raise
            n_total = self.number_of_subjects()
            n_valid = int(math.ceil(n_total * valid_fraction))
            n_infer = int(math.ceil(n_total * infer_fraction))
            n_train = int(n_total - n_infer - n_valid)

Instances