public static class ClassifierEvaluation.SetEvaluation extends Object
Modifier and Type | Field and Description |
---|---|
static String |
ACC_STR |
static String |
AREA_ROC_STR |
static String |
F1_STR |
static String |
N_STR |
static String |
PRECISION_STR |
static String |
RECALL_STR |
static String |
ROC_REC_STR |
static String |
ROC_SPEC_STR |
static String |
ROC_THR_STR |
Constructor and Description |
---|
ClassifierEvaluation.SetEvaluation(Classifier classifier,
ArrayList<LabeledDataPoint> data,
int roc_steps) |
ClassifierEvaluation.SetEvaluation(Classifier classifier,
ArrayList<LabeledDataPoint> data,
int roc_steps,
boolean verbose) |
ClassifierEvaluation.SetEvaluation(int N,
double precision,
double recall,
double accuracy,
double[] roc_thresholds,
double[] roc_specificities,
double[] roc_recalls,
double area_under_roc) |
ClassifierEvaluation.SetEvaluation(Reader in) |
Modifier and Type | Method and Description |
---|---|
boolean |
equals(Object obj) |
double |
getAccuracy() |
double |
getArea_under_roc() |
double |
getF1() |
int |
getN() |
double |
getPrecision() |
double |
getRecall() |
double[] |
getRoc_recalls() |
double[] |
getRoc_specificities() |
double[] |
getRoc_thresholds() |
int |
hashCode() |
void |
store(Writer out) |
String |
toString() |
public static final String N_STR
public static final String PRECISION_STR
public static final String RECALL_STR
public static final String F1_STR
public static final String ACC_STR
public static final String ROC_THR_STR
public static final String ROC_SPEC_STR
public static final String ROC_REC_STR
public static final String AREA_ROC_STR
public ClassifierEvaluation.SetEvaluation(Classifier classifier, ArrayList<LabeledDataPoint> data, int roc_steps)
public ClassifierEvaluation.SetEvaluation(Classifier classifier, ArrayList<LabeledDataPoint> data, int roc_steps, boolean verbose)
public ClassifierEvaluation.SetEvaluation(int N, double precision, double recall, double accuracy, double[] roc_thresholds, double[] roc_specificities, double[] roc_recalls, double area_under_roc)
public ClassifierEvaluation.SetEvaluation(Reader in) throws IOException
IOException
public int getN()
public double getAccuracy()
public double getPrecision()
public double getRecall()
public double getF1()
public double[] getRoc_thresholds()
public double[] getRoc_specificities()
public double[] getRoc_recalls()
public double getArea_under_roc()
public void store(Writer out) throws IOException
IOException
Copyright © 2014. All rights reserved.