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@ -252,6 +252,11 @@ DecisionTreeFactor TableFactor::operator*(const DecisionTreeFactor& f) const {
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DecisionTreeFactor TableFactor::toDecisionTreeFactor() const {
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DiscreteKeys dkeys = discreteKeys();
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// Record key assignment and value pairs in pair_table.
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// The assignments are stored in descending order of keys so that the order of
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// the values matches what is expected by a DecisionTree.
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// This is why we reverse the keys and then
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// query for the key value/assignment.
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DiscreteKeys rdkeys(dkeys.rbegin(), dkeys.rend());
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std::vector<std::pair<uint64_t, double>> pair_table;
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for (auto i = 0; i < sparse_table_.size(); i++) {
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@ -265,13 +270,16 @@ DecisionTreeFactor TableFactor::toDecisionTreeFactor() const {
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pair_table.push_back(std::make_pair(k, sparse_table_.coeff(i)));
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}
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// Sort based on key assignment so we get values in reverse key order.
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// Sort the pair_table (of assignment-value pairs) based on assignment so we
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// get values in reverse key order.
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std::sort(
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pair_table.begin(), pair_table.end(),
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[](const std::pair<uint64_t, double>& a,
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const std::pair<uint64_t, double>& b) { return a.first < b.first; });
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// Create the table vector
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// Create the table vector by extracting the values from pair_table.
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// The pair_table has already been sorted in the desired order,
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// so the values will be in descending key order.
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std::vector<double> table;
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std::for_each(pair_table.begin(), pair_table.end(),
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[&table](const std::pair<uint64_t, double>& pair) {
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