Examples of edu.msu.cme.rdp.classifier.train.validation.CorrectAssignment

Package edu.msu.cme.rdp.classifier.train.validation

Examples of edu.msu.cme.rdp.classifier.train.validation.CorrectAssignment

edu.msu.cme.rdp.classifier.train.validation.CorrectAssignment
@author wangqion

            String name = (String) it.next();
            outFile.write(name + "\t");
            if (this.windowIndex == MainMovingWindow.getBeginIndex() && !name.equals("domain") && !name.equals("norank") && !name.startsWith("sub")) {
                System.err.print(name + "\t");
            }
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            calStandardError(assign);


            for (i = assign.bins - 1; i >= 0; i--) {
                outFile.write(assign.numCorrect[i] + "\t" + assign.numTotal[i] + "\t");
            }
            outFile.write("\n");
        }


        outFile.write("\n\n** 2. The average votes for each bin range \n");
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                if (assign.numTotal[i] == 0) {
                    outFile.write("0\t");
                } else {
                    outFile.write(df.format(assign.sumOfVotes[i] * 100 / assign.numTotal[i]) + "\t");
                }
            }
            outFile.write(" \n");
        }


        outFile.write("\n\n** 3. The percentage of correctness for each bin range (the percentage of #1)\n");
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                if (assign.numTotal[i] == 0) {
                    outFile.write("0\t");
                } else {
                    outFile.write(df.format((float) assign.numCorrect[i] / (float) assign.numTotal[i]) + "\t");
                }
            }
            outFile.write(" \n");
        }


        outFile.write("\n\n** 4. The standard error for each bin range \n");


        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                outFile.write(df.format(assign.standardError[i]) + "\t");
            }
            outFile.write(" \n");

View Full Code Here

        while (it.hasNext()) {
            String name = (String) it.next();
            if (this.windowIndex == MainMovingWindow.getBeginIndex() && !name.equals("domain") && !name.equals("norank") && !name.startsWith("sub")) {
                outFile.write(name + "\t");
            }
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            calStandardError(assign);


        }


        outFile.write("\n");
        // print to std err
        outFile.write("V\t" + this.windowIndex);
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();


            if (name.equals("domain") || name.equals("norank") || name.startsWith("sub")) {
                continue;
            }


            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);
            outFile.write("\t" + getAvgVotes(assign));


        }




        outFile.write("\nC\t" + this.windowIndex);
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();


            if (name.equals("domain") || name.equals("norank") || name.startsWith("sub")) {
                continue;
            }


            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            outFile.write("\t" + getCorrectRate(assign));


        }

View Full Code Here


    }


    private void increaseCount(ValidationClassificationResult aResult, String level, boolean correct, Map aMap) {
        // bin range: 100-95, 94-90, 89-80, 79-70.....9-0
        CorrectAssignment assign = (CorrectAssignment) aMap.get(level);
        if (assign == null) {
            assign = new CorrectAssignment();
            aMap.put(level, assign);
        }


        int binIndex = (int) Math.floor(aResult.getNumOfVotes() * 10);
        if (binIndex == 9) {

View Full Code Here


        Iterator it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + "\t");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            calStandardError(assign);
            int total = 0;
            int correct = 0;
            for (i = assign.bins - 1; i >= 0; i--) {
                outFile.write(assign.numCorrect[i] + "\t" + assign.numTotal[i] + "\t");
                total += assign.numTotal[i];
                correct += assign.numCorrect[i];
            }
            if (total > 0) {
                outFile.write(correct + "\t" + total + "\t" + (double) correct / ((double) total) + "\t");
            } else {
                outFile.write(correct + "\t" + total + "\t" + 0 + "\t");
            }
            outFile.write("\n");
        }
                


        outFile.write("\n\n** 2. The average votes for each bin range \n");
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                if (assign.numTotal[i] == 0) {
                    outFile.write("0\t");
                } else {
                    outFile.write(df.format(assign.sumOfVotes[i] * 100 / assign.numTotal[i]) + "\t");
                }
            }
            outFile.write(" \n");
        }


        outFile.write("\n\n** 3. The percentage of correctness for each bin range (the percentage of #1)\n");
        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                if (assign.numTotal[i] == 0) {
                    outFile.write("0\t");
                } else {
                    outFile.write(df.format((float) assign.numCorrect[i] / (float) assign.numTotal[i]) + "\t");
                }
            }
            outFile.write(" \n");
        }


        outFile.write("\n\n** 4. The standard error for each bin range \n");


        it = num_hierLevel.keySet().iterator();
        while (it.hasNext()) {
            String name = (String) it.next();
            outFile.write(name + " \t ");
            CorrectAssignment assign = (CorrectAssignment) num_hierLevel.get(name);


            for (i = assign.bins - 1; i >= 0; i--) {
                outFile.write(df.format(assign.standardError[i]) + "\t");
            }
            outFile.write(" \n");

View Full Code Here


    }


    private void increaseCount(ValidationClassificationResult aResult, String level, boolean correct, Map aMap) {
        // bin range: 100-95, 94-90, 89-80, 79-70.....9-0
        CorrectAssignment assign = (CorrectAssignment) aMap.get(level);
        if (assign == null) {
            assign = new CorrectAssignment();
            aMap.put(level, assign);
        }


        int binIndex = (int) Math.floor(aResult.getNumOfVotes() * 10);
        if (binIndex == 9) {

View Full Code Here

TOP

Related Classes of edu.msu.cme.rdp.classifier.train.validation.CorrectAssignment

edu.msu.cme.rdp.classifier.train.validation.leaveoneout.LeaveOneOutTester

edu.msu.cme.rdp.classifier.train.validation.movingwindow.WindowTester

All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.