/**
* Save the normalization data.
*
* @param out The output file.
*/
private void saveNormalize(final EncogWriteHelper out) {
saveSubSection(out, "NORMALIZE", "CONFIG");
out.addSubSection("RANGE");
out.addColumn("name");
out.addColumn("io");
out.addColumn("timeSlice");
out.addColumn("action");
out.addColumn("high");
out.addColumn("low");
out.writeLine();
for (final AnalystField field : this.script.getNormalize().getNormalizedFields()) {
out.addColumn(field.getName());
if (field.isInput()) {
out.addColumn("input");
} else {
out.addColumn("output");
}
out.addColumn(field.getTimeSlice());
switch (field.getAction()) {
case Ignore:
out.addColumn("ignore");
break;
case Normalize:
out.addColumn("range");
break;
case PassThrough:
out.addColumn("pass");
break;
case OneOf:
out.addColumn("oneof");
break;
case Equilateral:
out.addColumn("equilateral");
break;
case SingleField:
out.addColumn("single");
break;
default:
throw new AnalystError("Unknown action: " + field.getAction());
}
out.addColumn(field.getNormalizedHigh());
out.addColumn(field.getNormalizedLow());
out.writeLine();
}
}
/**
* Produce the report.
*
* @return The report.
*/
public String produceReport() {
final HTMLReport report = new HTMLReport();
analyzeFile();
report.beginHTML();
report.title("Encog Analyst Report");
report.beginBody();
report.h1("General Statistics");
report.beginTable();
report.tablePair("Total row count", Format.formatInteger(this.rowCount));
report.tablePair("Missing row count", Format.formatInteger(this.missingCount));
report.endTable();
report.h1("Field Ranges");
report.beginTable();
report.beginRow();
report.header("Name");
report.header("Class?");
report.header("Complete?");
report.header("Int?");
report.header("Real?");
report.header("Max");
report.header("Min");
report.header("Mean");
report.header("Standard Deviation");
report.endRow();
for (final DataField df : this.analyst.getScript().getFields()) {
report.beginRow();
report.cell(df.getName());
report.cell(Format.formatYesNo(df.isClass()));
report.cell(Format.formatYesNo(df.isComplete()));
report.cell(Format.formatYesNo(df.isInteger()));
report.cell(Format.formatYesNo(df.isReal()));
report.cell(Format.formatDouble(df.getMax(), FIVE_SPAN));
report.cell(Format.formatDouble(df.getMin(), FIVE_SPAN));
report.cell(Format.formatDouble(df.getMean(), FIVE_SPAN));
report.cell(Format.formatDouble(df.getStandardDeviation(), FIVE_SPAN));
report.endRow();
if (df.getClassMembers().size() > 0) {
report.beginRow();
report.cell(" ");
report.beginTableInCell(EIGHT_SPAN);
report.beginRow();
report.header("Code");
report.header("Name");
report.header("Count");
report.endRow();
for (final AnalystClassItem item : df.getClassMembers()) {
report.beginRow();
report.cell(item.getCode());
report.cell(item.getName());
report.cell(Format.formatInteger(item.getCount()));
report.endRow();
}
report.endTableInCell();
report.endRow();
}
}
report.endTable();
report.h1("Normalization");
report.beginTable();
report.beginRow();
report.header("Name");
report.header("Action");
report.header("High");
report.header("Low");
report.endRow();
for (final AnalystField item : this.analyst.getScript().getNormalize().getNormalizedFields()) {
report.beginRow();
report.cell(item.getName());
report.cell(item.getAction().toString());
report.cell(Format.formatDouble(item.getNormalizedHigh(), FIVE_SPAN));
report.cell(Format.formatDouble(item.getNormalizedLow(), FIVE_SPAN));
report.endRow();
}
report.endTable();
report.h1("Machine Learning");
report.beginTable();
report.beginRow();
report.header("Name");
report.header("Value");
report.endRow();
final String t =
this.analyst.getScript().getProperties().getPropertyString(ScriptProperties.ML_CONFIG_TYPE);
final String a =
this.analyst
.getScript()
.getProperties()
.getPropertyString(ScriptProperties.ML_CONFIG_ARCHITECTURE);
final String rf =
this.analyst
.getScript()
.getProperties()
.getPropertyString(ScriptProperties.ML_CONFIG_MACHINE_LEARNING_FILE);
report.tablePair("Type", t);
report.tablePair("Architecture", a);
report.tablePair("Machine Learning File", rf);
report.endTable();
report.h1("Files");
report.beginTable();
report.beginRow();
report.header("Name");
report.header("Filename");
report.endRow();
for (final String key : this.analyst.getScript().getProperties().getFilenames()) {
final String value = this.analyst.getScript().getProperties().getFilename(key);
report.beginRow();
report.cell(key);
report.cell(value);
report.endRow();
}
report.endTable();
report.endBody();
report.endHTML();
return report.toString();
}
