public final void addCoreFeatures(
InstancesTagger is, int ic, int i, int oper, String form, long[] f) {
for (int l = f.length - 1; l >= 0; l--) f[l] = 0;
int formi = is.forms[ic][i];
int wl = is.chars[ic][i][11]; // .forms[i].length();
int position = 1 + (i < 3 ? i : 3);
int c0 = is.chars[ic][i][0],
c1 = is.chars[ic][i][1],
c2 = is.chars[ic][i][2],
c3 = is.chars[ic][i][3],
c4 = is.chars[ic][i][4],
c5 = is.chars[ic][i][5];
int e0 = is.chars[ic][i][6],
e1 = is.chars[ic][i][7],
e2 = is.chars[ic][i][8],
e3 = is.chars[ic][i][9],
e4 = is.chars[ic][i][10];
int len = is.length(ic);
x.v1 = oper;
x.v0 = _f0;
x.v2 = formi;
x.cz3();
f[0] = x.getVal();
f[1] = x.csa(3, position);
x.v0 = _f1;
x.v2 = formi;
x.v3 = i + 1 >= len ? x.v3 = _ewrd : is.forms[ic][i + 1];
x.cz4();
f[2] = x.getVal();
// contains upper case include again!!!
short upper = 0;
short number = 1;
for (int k1 = 0; k1 < wl; k1++) {
char c = form.charAt(k1);
if (Character.isUpperCase(c)) {
if (k1 == 0) upper = 1;
else {
// first char + another
if (upper == 1) upper = 3;
// another uppercase in the word
else if (upper == 0) upper = 2;
}
}
if (Character.isDigit(c) && k1 == 0) number = 2;
else if (Character.isDigit(c) && number == 1) number = 3;
}
// contains a number
z.v0 = _f21;
z.v2 = number;
z.cz3();
f[3] = z.getVal();
z.v0 = _f4;
z.v1 = oper;
z.v2 = c0;
z.cz3();
f[4] = z.getVal();
z.v0 = _f5;
z.v2 = e0;
z.cz3();
f[5] = z.getVal();
z.v2 = c0;
z.v3 = c1;
z.v4 = c2;
z.v5 = c3;
z.v6 = c4;
z.v0 = _f6;
z.cz4();
f[6] = z.getVal();
z.v0 = _f7;
z.cz5();
f[7] = z.getVal();
z.v0 = _f8;
z.cz6();
f[8] = z.getVal();
z.v0 = _f9;
z.cz7();
f[9] = z.getVal();
int c = 10;
z.v2 = e0;
z.v3 = e1;
z.v4 = e2;
z.v5 = e3;
z.v6 = e4;
z.v0 = _f10;
z.cz4();
f[c++] = z.getVal();
f[c++] = z.csa(3, upper);
z.v0 = _f11;
z.cz5();
f[c++] = z.getVal();
f[c++] = z.csa(3, upper);
z.v0 = _f12;
z.cz6();
f[c++] = z.getVal();
f[c++] = z.csa(3, upper);
z.v0 = _f13;
z.cz7();
f[c++] = z.getVal();
f[c++] = z.csa(3, upper);
if (len > i + 1) {
z.v0 = _f14;
z.v2 = is.chars[ic][i + 1][0];
z.cz3();
f[c++] = z.getVal();
z.v0 = _f15;
z.v2 = is.chars[ic][i + 1][5];
z.cz3();
f[c++] = z.getVal();
if (is.chars[ic][i + 1][11] > 1) {
z.v0 = _f16;
z.v2 = is.chars[ic][i + 1][0];
z.v3 = is.chars[ic][i + 1][2];
z.cz4();
f[c++] = z.getVal();
z.v0 = _f17;
z.v2 = is.chars[ic][i + 1][1];
z.v3 = is.chars[ic][i + 1][6];
z.cz4();
f[c++] = z.getVal(); // fv.add(li.l2i(mf.calc4(b)));
}
x.v0 = _f18;
x.v2 = is.forms[ic][i + 1];
x.cz3();
f[c++] = x.getVal();
if (len > i + 2) {
x.v0 = _f32;
x.v2 = is.forms[ic][i + 2];
x.v3 = is.forms[ic][i + 1];
x.cz4();
f[c++] = x.getVal();
x.cz3();
f[c++] = x.getVal(); // fv.add(li.l2i(mf.calc3(b)));
}
if (len > i + 3) {
x.v0 = _f33;
x.v2 = is.forms[ic][i + 3];
x.v3 = is.forms[ic][i + 2];
x.cz4();
f[c++] = x.getVal(); // fv.add(li.l2i(mf.calc4(b)));
x.cz3();
f[27] = x.getVal(); // fv.add(li.l2i(mf.calc3(b)));
}
}
// length
z.v0 = _f19;
z.v1 = oper;
z.v2 = wl;
z.cz3();
f[c++] = z.getVal(); // fv.add(li.l2i(mf.calc3(dl1)));
if (i < 1) return;
x.v0 = _f27;
x.v1 = oper;
x.v2 = is.forms[ic][i - 1];
x.cz3();
f[c++] = x.getVal(); // fv.add(li.l2i(mf.calc3(b)));
if (i < 2) return;
// added this before it was 99.46
x.v0 = _f28;
x.v2 = is.forms[ic][i - 2];
x.cz3();
f[c++] = x.getVal(); // fv.add(li.l2i(mf.calc3(b)));
// result 99.484
if (i < 3) return;
x.v0 = _f31;
x.v1 = oper;
x.v2 = is.forms[ic][i - 3];
x.v3 = is.forms[ic][i - 2];
x.cz4();
f[c++] = x.getVal(); // fv.add(li.l2i(mf.calc4(b)));
}
public void initValues() {
z = new D4(li);
x = new D4(li);
x.a0 = s_type;
s_pos = mf.getFeatureCounter().get(POS).intValue(); // mf.getFeatureBits(POS);
s_word = mf.getFeatureCounter().get(WORD);
s_type = mf.getFeatureCounter().get(TYPE).intValue(); // mf.getFeatureBits(TYPE);
s_char = mf.getFeatureCounter().get(CHAR).intValue(); // mf.getFeatureBits(CHAR);
s_oper = mf.getFeatureCounter().get(OPERATION).intValue(); // mf.getFeatureBits(OPERATION);
types = new String[mf.getFeatureCounter().get(Pipe.OPERATION)];
for (Entry<String, Integer> e : mf.getFeatureSet().get(Pipe.OPERATION).entrySet())
types[e.getValue()] = e.getKey();
// wds = new String[mf.getFeatureCounter().get(Pipe.WORD)];
// for(Entry<String,Integer> e : mf.getFeatureSet().get(Pipe.WORD).entrySet()) wds[e.getValue()]
// = e.getKey();
z.a0 = s_type;
z.a1 = s_oper;
z.a2 = s_char;
z.a3 = s_char;
z.a4 = s_char;
z.a5 = s_char;
z.a6 = s_char;
z.a7 = s_char;
x.a0 = s_type;
x.a1 = s_oper;
x.a2 = s_word;
x.a3 = s_word;
x.a4 = s_word;
x.a5 = s_char;
x.a6 = s_char;
x.a7 = s_char;
}
