@@ -27,27 +27,23 @@ trait LabelParser extends Serializable {
2727 * Label parser for binary labels, which outputs 1.0 (positive) if the value is greater than 0.5,
2828 * or 0.0 (negative) otherwise. So it works with +1/-1 labeling and +1/0 labeling.
2929 */
30- class BinaryLabelParser extends LabelParser {
30+ object BinaryLabelParser extends LabelParser {
31+ /** Gets the default instance of BinaryLabelParser. */
32+ def getInstance (): LabelParser = this
33+
3134 /**
3235 * Parses the input label into positive (1.0) if the value is greater than 0.5,
3336 * or negative (0.0) otherwise.
3437 */
3538 override def parse (labelString : String ): Double = if (labelString.toDouble > 0.5 ) 1.0 else 0.0
3639}
3740
38- object BinaryLabelParser extends BinaryLabelParser {
39- /** Gets the default instance of BinaryLabelParser. */
40- def getInstance (): BinaryLabelParser = this
41- }
42-
4341/**
4442 * Label parser for multiclass labels, which converts the input label to double.
4543 */
46- class MulticlassLabelParser extends LabelParser {
47- override def parse (labelString : String ): Double = labelString.toDouble
48- }
49-
50- object MulticlassLabelParser extends MulticlassLabelParser {
44+ object MulticlassLabelParser extends LabelParser {
5145 /** Gets the default instance of MulticlassLabelParser. */
52- def getInstance (): MulticlassLabelParser = this
46+ def getInstance (): LabelParser = this
47+
48+ override def parse (labelString : String ): Double = labelString.toDouble
5349}
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