Package com.heatonresearch.aifh.error

Examples of com.heatonresearch.aifh.error.ErrorCalculation.clear()

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        if( genome.size()>this.maxLength ) {
            return Double.POSITIVE_INFINITY;
        }

        // evaulate
        ec.clear();
        for (final BasicData pair : this.trainingData) {
            final double[] output = ralgo.computeRegression(pair.getInput());
            ec.updateError(output, pair.getIdeal(), 1.0);
        }
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    public double calculateScore(final MLMethod algo) {
        ErrorCalculation ec = this.errorCalc.create();

        final RegressionAlgorithm ralgo = (RegressionAlgorithm) algo;
        // evaulate
        ec.clear();
        for (final BasicData pair : this.trainingData) {
            final double[] output = ralgo.computeRegression(pair.getInput());
            ec.updateError(output, pair.getIdeal(), 1.0);
        }
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