void PrintNegInstanceList(Substructure *sub, Parameters *parameters)
{
ULONG i;
ULONG negEgNo;
InstanceListNode *instanceListNode;
// parameters used
Graph *negGraph = parameters->negGraph;
ULONG numNegEgs = parameters->numNegEgs;
ULONG *negEgsVertexIndices = parameters->negEgsVertexIndices;
LabelList *labelList = parameters->labelList;
if (sub->negInstances != NULL)
{
instanceListNode = sub->negInstances->head;
i = 1;
while (instanceListNode != NULL)
{
printf("\n Instance %lu", i);
if (numNegEgs > 1)
{
negEgNo = InstanceExampleNumber(instanceListNode->instance,
negEgsVertexIndices, numNegEgs);
printf(" in negative example %lu:\n", negEgNo);
}
else
printf(":\n");
PrintInstance(instanceListNode->instance, negGraph, labelList);
instanceListNode = instanceListNode->next;
i++;
}
}
}
int
WekaClassifier::Classify(std::vector<FeeatureVector *> &instances)
{
PrintArffHeader();
for (int i = 0; i < instances.size(); i++) {
PrintInstance(instances[i]);
}
snprintf(cmd, sizeof(cmd), "java -Xmx1024m -cp /usr/share/java/weka.jar
weka.classifiers.trees.RandomForest -l /var/lib/Clonewise/clones/weka/model2 -T
%s -p 0", testFilename);
p = popen(cmd, "r");
if (p == NULL) {
fprintf(stderr, "Can't popen (%s): %s\n", strerror(errno), cmd);
return -1;
}
for (int i = 0; i < 5; i++) {
fgets(str, sizeof(str), p);
}
for (int i = 0; i < instances.size(); i++) {
str[27] = 0;
fgets(str, sizeof(str), p);
if (str[27] == 'Y') {
if (1 || (str[35] == '1' || (str[37] - '0') >= 8))
FeatureVector.m_Class = true;
} else {
FeatureVector.m_Class = false;
}
}
else {
void PrintInstanceList(InstanceList *instanceList, Graph *graph,
LabelList *labelList)
{
ULONG i = 0;
InstanceListNode *instanceListNode;
if (instanceList != NULL)
{
instanceListNode = instanceList->head;
while (instanceListNode != NULL)
{
printf("\n Instance %lu:\n", i + 1);
PrintInstance(instanceListNode->instance, graph, labelList);
instanceListNode = instanceListNode->next;
i++;
}
}
}
CIMInstance buildCIMInstanceSourceObject(Boolean display)
{
// Build an instance of a class that will be embedded within
// the instance of MyClass
CIMInstance instembed(CIMName("EmbedClassClass"));
instembed.addProperty(CIMProperty(CIMName("embedBool"), true));
instembed.addProperty(CIMProperty(CIMName("embedInt"), Uint32(5)));
instembed.addProperty(CIMProperty(CIMName("embedStr"), String("Test")));
// Build an instance that will be the primary test instance
CIMInstance inst(CIMName("MyClass"));
inst.addProperty(CIMProperty(CIMName("BoolScal1"), true));
inst.addProperty(CIMProperty(CIMName("BoolScal2"), false));
inst.addProperty(CIMProperty(CIMName("IntScal1"), Uint32(5)));
inst.addProperty(CIMProperty(CIMName("IntScal2"), Uint32(25)));
inst.addProperty(CIMProperty(CIMName("IntScal3"), Sint32(-25123)));
inst.addProperty(CIMProperty(CIMName("IntScal4"), Uint32(0)));
inst.addProperty(CIMProperty(CIMName("Int64Scal5"), Uint64(0x6fffff)));
inst.addProperty(CIMProperty(CIMName("Int64Scal6"), Uint64(2147483647)));
inst.addProperty(CIMProperty(CIMName("Int64Scal7"), Uint64(4067)));
inst.addProperty(CIMProperty(CIMName("Int64Scal8"), Uint64(0)));
//// TODO add properties max and min integers.
// Add real properties
inst.addProperty(CIMProperty(CIMName("DoubleScal1"), Real64(20.9)));
inst.addProperty(CIMProperty(CIMName("DoubleScal2"), Real64(0.9)));
inst.addProperty(CIMProperty(CIMName("DoubleScal3"), Real32(20.9)));
inst.addProperty(CIMProperty(CIMName("DoubleScal4"), Real32(0.9)));
// add scalar string properties
inst.addProperty(CIMProperty(CIMName("strScal1"), String("Test")));
inst.addProperty(CIMProperty(CIMName("strScal2"), String("noTest")));
inst.addProperty(CIMProperty(CIMName("strScal3"), String("")));
// add string property with special characters.
inst.addProperty(CIMProperty(CIMName("strScal4"),
String("./\\\"\'!@#$%^&*()")));
// DateTime Scalar properties - TODO create test for
// additional formats for this field (interval, other offsets.
CIMDateTime dt1;
dt1.set("19991224120000.000000+360");
inst.addProperty(CIMProperty(CIMName("dateTimeScal1"),dt1));
CIMDateTime dt2;
dt2.set("19991224120000.0000**+360");
inst.addProperty(CIMProperty(CIMName("dateTimeScal2"),dt2));
// reference literal properties
CIMObjectPath op1 = CIMObjectPath
("//atp:77/root/cimv25:"
"TennisPlayer.first=\"Chris\",last=\"Evert\"");
inst.addProperty(CIMProperty(CIMName("referenceScal1"),op1));
CIMObjectPath op2 = CIMObjectPath
("root/cimv25:"
"TennisPlayer.first=\"Chris\",last=\"Evert\"");
inst.addProperty(CIMProperty(CIMName("referenceScal2"),op2));
CIMObjectPath op3 = CIMObjectPath
("TennisPlayer.first=\"Chris\",last=\"Evert\"");
inst.addProperty(CIMProperty(CIMName("referenceScal3"),op3));
CIMObjectPath op4 = CIMObjectPath
("myclassname.p1=1");
inst.addProperty(CIMProperty(CIMName("referenceScal4"),op4));
// KS_TODO create a Reference array property
// Embedded instance property
inst.addProperty(CIMProperty(CIMName("embeddedInstance1"),instembed));
// Array properties
// Boolean Array
Array<Boolean> b1; b1.append(true); b1.append(false); b1.append(true);
inst.addProperty(CIMProperty(CIMName("BoolArrayProp1"), b1));
Array<Boolean> b2; b2.append(true); b2.append(false); b2.append(true);
inst.addProperty(CIMProperty(CIMName("BoolArrayProp2"), b2));
Array<Boolean> b3; b3.append(false); b3.append(false); b3.append(false);
inst.addProperty(CIMProperty(CIMName("BoolArrayProp3"), b1));
// Integer Array
Array<Sint64> a1; a1.append(4); a1.append(5); a1.append (7);
inst.addProperty(CIMProperty(CIMName("IntArrayProp1"), a1));
Array<Sint64> a2; a2.append(7); a2.append(8); a2.append (9);
inst.addProperty(CIMProperty(CIMName("IntArrayProp2"), a2));
Array<Sint64> a3; a3.append(7); a3.append(-888); a3.append (-999);
inst.addProperty(CIMProperty(CIMName("IntArrayProp3"), a3));
Array<Sint64> a4; a4.append(7);
inst.addProperty(CIMProperty(CIMName("IntArrayProp4"), a4));
Array<Sint64> a5;;
inst.addProperty(CIMProperty(CIMName("IntArrayProp5"), a5));
// Double Array
Array<Real64> r1; r1.append(1011.04); r1.append(123456.8); r1.append(0.1);
inst.addProperty(CIMProperty(CIMName("DoubleArrayProp1"), r1));
Array<Real64> r2; r2.append(-1.04); r2.append(-123456.8); r2.append(0.1);
inst.addProperty(CIMProperty(CIMName("DoubleArrayProp2"), r2));
// String Array
Array<String> s1; s1.append("zero"); s1.append("one"); s1.append("two");
s1.append("three");
inst.addProperty(CIMProperty(CIMName("StrArrayProp1"), s1));
Array<String> s2; s2.append("zero"); s2.append("one"); s2.append("two");
s2.append("three");
inst.addProperty(CIMProperty(CIMName("StrArrayProp2"), s2));
// DateTime Array
Array<CIMDateTime> dta1;
dta1.append(dt1);
dt1.clear();dt1.set("20131224120000.000000+360"); dta1.append(dt1);
dt1.clear();dt1.set("20011224120000.000000+360"); dta1.append(dt1);
inst.addProperty(CIMProperty(CIMName("dateTimeArray1"),dta1));
if (display)
{
VCOUT << "Instance to be used in Test" << endl;
PrintInstance(cout, inst);
}
return inst;
}
