points property
Matrix
points
Matrix representation of a dataset that was used to train the model
Example:
import 'package:ml_algo/ml_algo.dart';
import 'package:ml_dataframe/ml_dataframe.dart';
void main() {
final data = DataFrame([
['feature_1', 'feature_2', 'feature_3']
[10, 20, 30],
[11, 19, 31],
[19, 43, 20],
[89, 97, 11],
[12, 32, 10],
]);
final digitCapacity = 3;
final searcher = RandomBinaryProjectionSearcher(data, digitCapacity, seed: 4);
print(searcher.points);
// Matrix 5 x 3:
// (10.0, 20.0, 30.0)
// (11.0, 19.0, 31.0)
// (19.0, 43.0, 20.0)
// (89.0, 97.0, 11.0)
// (12.0, 32.0, 10.0)
}
Implementation
Matrix get points;