/**
* Generates a table with all the marginal probabilities for each value for all features.
*
* This table is kept in memory so the marginal probability is computed only one time.
*/
void ProbTable::calculate() {
Histogram histogram = Histogram(rawData);
int i = 0;
int j = 0;
t_prob value = 0;
t_histogram hist_data;
for (i = 0; i < featuresSize; ++i) {
table[i] = (t_prob*) malloc(valuesRange[i] * sizeof(t_prob));
hist_data = histogram.getHistogram(i);
for (j = 0; j < valuesRange[i]; ++j) {
value = (t_prob) hist_data[j] / (t_prob) datasize;
table[i][j] = value;
}
}
}
