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Commit c8d1c5de authored by Altekruse, Jason Morgan's avatar Altekruse, Jason Morgan
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initial implementation of Gomez 2022. test results are unverified

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src/main/java/gov/usgs/earthquake/nshmp/gmm/Gmm.java
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...@@ -64,6 +64,17 @@ public enum Gmm { ...@@ -64,6 +64,17 @@ public enum Gmm {
MotazedianAtkinson_2005.NAME, MotazedianAtkinson_2005.NAME,
MotazedianAtkinson_2005.COEFFS, MotazedianAtkinson_2005.COEFFS,
MotazedianAtkinson_2005.CONSTRAINTS), MotazedianAtkinson_2005.CONSTRAINTS),
GOMEZ_22_CRUSTAL(
Gomez_2022.Crustal.class,
Gomez_2022.Crustal.NAME,
Gomez_2022.Crustal.COEFFS,
Gomez_2022.Crustal.CONSTRAINTS),
GOMEZ_22_NONCRUSTAL(
Gomez_2022.NonCrustal.class,
Gomez_2022.NonCrustal.NAME,
Gomez_2022.NonCrustal.COEFFS,
Gomez_2022.NonCrustal.CONSTRAINTS),
/* /*
* Active continent NGA-West1 WUS 2008. * Active continent NGA-West1 WUS 2008.
......
src/main/java/gov/usgs/earthquake/nshmp/gmm/Gomez_2022.java 0 → 100644
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package gov.usgs.earthquake.nshmp.gmm;
import static gov.usgs.earthquake.nshmp.gmm.GmmInput.Field.MW;
import static gov.usgs.earthquake.nshmp.gmm.GmmInput.Field.RRUP;
import static gov.usgs.earthquake.nshmp.gmm.GmmInput.Field.VS30;
import static java.lang.Math.log;
import static java.lang.Math.sqrt;
import java.util.Map;
import com.google.common.collect.Range;
import gov.usgs.earthquake.nshmp.gmm.GmmInput.Constraints;
import gov.usgs.earthquake.nshmp.tree.LogicTree;
/**
* Implementation of the Gómez (202) ground motion model for crustal and
* non-crustal regions of Puerto Rico.
*
* <p><b>Note:</b> Direct instantiation of {@code GroundMotionModel}s is
* prohibited. Use {@link Gmm#instance(Imt)} to retrieve an instance for a
* desired {@link Imt}.
*
* <p><b>Implementation note:</b>
*
* <p><b>Reference:</b> Gómez, D.F.C., 2022, Ground motion prediction equations
* for Puerto Rico, Dissertation, Univ. Puerto Rico, Mayagüez campus, 317p.
*
* <p><b>doi:</b></a>
*
* <p><b>Component:</b> not specified (avg horizontal implied)
*
* @author U.S. Geological Survey
* @see Gmm#GOMEZ22_CRUSTAL
* @see Gmm#GOMEZ22_NONCRUSTAL
*/
public abstract class Gomez_2022 implements GroundMotionModel {
static final String NAME = "Gomez (2022)";
/* TODO: set constraints */
static final Constraints CONSTRAINTS = Constraints.builder()
.set(MW, Range.closed(4.0, 8.0))
.set(RRUP, Range.closed(0.0, 1000.0))
.set(VS30, Range.closed(150.0, 2000.0))
.build();
static final CoefficientContainer COEFFS = new CoefficientContainer("Gomez2022.csv");
/* distance saturation term, section 3.5.2, p. 38 */
private static final double H_CRUSTAL = 2.3;
private static final double H_NONCRUSTAL = 44.0;
private static final class Coefficients {
final Imt imt;
final double b1, b2, b3, b4, b5, b6, sigma;
final double h;
Coefficients(Imt imt, CoefficientContainer cc, boolean crustal) {
this.imt = imt;
Map<String, Double> coeffs = cc.get(imt);
if (crustal) {
b1 = coeffs.get("b1_c");
b2 = coeffs.get("b2_c");
b3 = coeffs.get("b3_c");
b4 = coeffs.get("b4_c");
b5 = coeffs.get("b5_c");
b6 = coeffs.get("b6_c");
sigma = coeffs.get("sigma_c");
} else {
b1 = coeffs.get("b1_nc");
b2 = coeffs.get("b2_nc");
b3 = coeffs.get("b3_nc");
b4 = coeffs.get("b4_nc");
b5 = coeffs.get("b5_nc");
b6 = coeffs.get("b6_nc");
sigma = coeffs.get("sigma_nc");
}
h = crustal ? H_CRUSTAL : H_NONCRUSTAL;
}
}
private final Coefficients coeffs;
Gomez_2022(Imt imt) {
coeffs = new Coefficients(imt, COEFFS, crustal());
}
/* Crustal (true) or non-crustal (false) model. */
boolean crustal() {
return true;
}
@Override
public Imt imt() {
return coeffs.imt;
}
@Override
public final LogicTree<GroundMotion> calc(GmmInput in) {
double μ = calcMean(coeffs, in.Mw, in.rRup, in.vs30);
double σ = coeffs.sigma;
return GroundMotions.createTree(μ, σ);
}
private static final double calcMean(Coefficients c, double Mw, double rRup,
double vs30) {
/*
* D = sqrt(d*d + h*h), where d is hypocentral distance and h is saturation
* term
*
* USING RRUP for RHYP for now
*/
double D = sqrt(rRup * rRup + c.h * c.h);
double siteTerm = getSiteTerm(vs30, c.b5, c.b6);
/* Eq. 4 */
return c.b1 + c.b2 * Mw + c.b3 * log(D) + c.b4 * D + siteTerm;
}
private static final double getSiteTerm(double vs30, double b5, double b6) {
/*
* Site terms (part of Eq. 4) = b5 * S + b6 * H
*
* Site classes SC I - IV are defined in Table 3.8 and values of S & H are
* defined in section 3.5.1 (p. 38).
*/
double S, H;
if (vs30 > 600.0) {
/* SC I (A + B) */
S = 0.0;
H = 0.0;
} else if (vs30 > 300.0 && vs30 <= 600.0) {
/* SC II (C) */
S = 0.0;
H = 1.0;
} else if (vs30 > 200.0 && vs30 <= 300.0) {
/* SC III (D) */
S = 1.0;
H = 0.0;
} else {
/* SC IV (E) */
S = 1.0;
H = 0.0;
}
return b5 * S + b6 * H;
}
static final class Crustal extends Gomez_2022 {
static final String NAME = Gomez_2022.NAME + " : CRUSTAL";
Crustal(Imt imt) {
super(imt);
}
}
static final class NonCrustal extends Gomez_2022 {
static final String NAME = Gomez_2022.NAME + " : NONCRUSTAL";
NonCrustal(Imt imt) {
super(imt);
}
@Override
boolean crustal() {
return false;
}
}
}
src/main/resources/gmm/coeffs/Gomez2022.csv 0 → 100644
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T, b1_c, b2_c, b3_c, b4_c, b5_c, b6_c, R.squared_c, sigma_c, b1_nc, b2_nc, b3_nc, b4_nc, b5_nc, b6_nc, R.squared_nc, sigma_nc
0.010, -6.9916, 1.7190, -1.6731, -0.0038, 0.1743, 0.1178, 0.895, 0.852, 3.9279, 2.6970, -4.9808, 0.0106, 0.1160, -0.0369, 0.621, 0.968
0.020, -6.9275, 1.7202, -1.6845, -0.0038, 0.1636, 0.1107, 0.894, 0.855, 4.0532, 2.6954, -5.0023, 0.0107, 0.1034, -0.0453, 0.619, 0.971
0.030, -6.6811, 1.7159, -1.7244, -0.0036, 0.1182, 0.0856, 0.893, 0.869, 4.4088, 2.6925, -5.0661, 0.0109, 0.0654, -0.0700, 0.614, 0.984
0.050, -6.1697, 1.6906, -1.7423, -0.0041, -0.0548, -0.0320, 0.891, 0.889, 5.3546, 2.7004, -5.2294, 0.0112, -0.0409, -0.1317, 0.605, 1.018
0.075, -5.4875, 1.6537, -1.7373, -0.0047, -0.3148, -0.2151, 0.884, 0.928, 7.8567, 2.7042, -5.6576, 0.0125, -0.3845, -0.3475, 0.589, 1.084
0.100, -5.5614, 1.6563, -1.6903, -0.0050, -0.2212, -0.0980, 0.883, 0.927, 7.8211, 2.7384, -5.6288, 0.0122, -0.4099, -0.3364, 0.599, 1.072
0.150, -6.1636, 1.6555, -1.5572, -0.0046, 0.1856, 0.0909, 0.885, 0.871, 5.8108, 2.6364, -5.0944, 0.0110, 0.1229, -0.1358, 0.606, 0.994
0.200, -6.8735, 1.6827, -1.4678, -0.0046, 0.4732, 0.4003, 0.880, 0.872, 2.7245, 2.6478, -4.4816, 0.0088, 0.4949, 0.2650, 0.599, 0.983
0.250, -7.4898, 1.7772, -1.4834, -0.0043, 0.6238, 0.4762, 0.880, 0.889, 1.3884, 2.7609, -4.3600, 0.0087, 0.5338, 0.2835, 0.619, 0.959
0.300, -7.9041, 1.8526, -1.5477, -0.0033, 0.7688, 0.4940, 0.884, 0.882, -0.2008, 2.8325, -4.1104, 0.0076, 0.5610, 0.2013, 0.632, 0.948
0.400, -8.9440, 1.9918, -1.5486, -0.0026, 0.7088, 0.4078, 0.889, 0.871, -2.9009, 2.9136, -3.6650, 0.0059, 0.4023, 0.0704, 0.628, 0.963
0.500, -9.6468, 2.0993, -1.6085, -0.0017, 0.6946, 0.3842, 0.893, 0.863, -4.6255, 3.0447, -3.4923, 0.0055, 0.3175, -0.0180, 0.641, 0.958
0.750, -11.2119, 2.3188, -1.6584, -0.0004, 0.6377, 0.2938, 0.899, 0.866, -6.4255, 3.3010, -3.5097, 0.0059, 0.2375, -0.1233, 0.644, 1.009
1.000, -12.3880, 2.4669, -1.6832, 0.0002, 0.5866, 0.3055, 0.901, 0.875, -7.6759, 3.5096, -3.5548, 0.0060, 0.2106, -0.1174, 0.641, 1.070
1.500, -13.9531, 2.6489, -1.6965, 0.0000, 0.6114, 0.3591, 0.904, 0.902, -8.6049, 3.7083, -3.7075, 0.0061, 0.2161, -0.1097, 0.662, 1.079
2.000, -14.9605, 2.7256, -1.6540, -0.0008, 0.6115, 0.3561, 0.910, 0.893, -8.6942, 3.7093, -3.8311, 0.0064, 0.2212, -0.0616, 0.677, 1.044
3.000, -16.0692, 2.7714, -1.5983, -0.0017, 0.5809, 0.3589, 0.916, 0.877, -8.6305, 3.6020, -3.9324, 0.0067, 0.2239, -0.0066, 0.682, 1.010
4.000, -16.6258, 2.7709, -1.5814, -0.0021, 0.5782, 0.3612, 0.921, 0.851, -8.2496, 3.4676, -4.0131, 0.0070, 0.2373, 0.0140, 0.681, 0.985
5.000, -17.0482, 2.7611, -1.5500, -0.0024, 0.5611, 0.3508, 0.922, 0.845, -8.0679, 3.3735, -4.0495, 0.0071, 0.2381, 0.0193, 0.679, 0.969
7.500, -17.2077, 2.6477, -1.5411, -0.0025, 0.5307, 0.3291, 0.922, 0.819, -7.8574, 3.2431, -4.1075, 0.0073, 0.2185, 0.0239, 0.671, 0.958
10.000, -17.0478, 2.5296, -1.5587, -0.0024, 0.5074, 0.3239, 0.921, 0.811, -7.6880, 3.1556, -4.1518, 0.0075, 0.2055, 0.0250, 0.666, 0.950
PGA, -7.0579, 1.7277, -1.6702, -0.0039, 0.1731, 0.1206, 0.895, 0.854, 3.8241, 2.7096, -4.9726, 0.0105, 0.0876, -0.0419, 0.622, 0.969
PGV, -5.2371, 2.0359, -1.6298, -0.0028, 0.4998, 0.3175, 0.908, 0.813, 3.6779, 2.9251, -4.3717, 0.0085, 0.1778, 0.0369, 0.651, 0.933
src/test/java/gov/usgs/earthquake/nshmp/gmm/Gomez_2022_tests.java 0 → 100644
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package gov.usgs.earthquake.nshmp.gmm;
import static gov.usgs.earthquake.nshmp.gmm.Gmm.GOMEZ_22_CRUSTAL;
import static gov.usgs.earthquake.nshmp.gmm.Gmm.GOMEZ_22_NONCRUSTAL;
import java.io.IOException;
import java.util.EnumSet;
import java.util.Set;
import java.util.stream.Stream;
import org.junit.jupiter.api.extension.ExtensionContext;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.Arguments;
import org.junit.jupiter.params.provider.ArgumentsProvider;
import org.junit.jupiter.params.provider.ArgumentsSource;
public class Gomez_2022_tests implements ArgumentsProvider {
private static String GMM_INPUTS = "/gmm/gomez22-inputs.csv";
private static String GMM_RESULTS = "/gmm/gomez22-results.csv";
@ParameterizedTest(name = "({index}) {0} {2} {1}")
@ArgumentsSource(Gomez_2022_tests.class)
void test(int index, Gmm gmm, Imt imt, double exMedian, double exSigma, String inputs) {
GmmTest.test(index, gmm, imt, exMedian, exSigma, inputs);
}
@Override
public Stream<? extends Arguments> provideArguments(ExtensionContext context) throws Exception {
return GmmTest.loadResults(GMM_RESULTS, GMM_INPUTS);
}
/* Result generation sets */
private static Set<Gmm> gmms = EnumSet.of(
GOMEZ_22_CRUSTAL,
GOMEZ_22_NONCRUSTAL);
private static Set<Imt> imts = Gomez_2022.COEFFS.imts();
public static void main(String[] args) throws IOException {
GmmTest.generateResults(gmms, imts, GMM_INPUTS, GMM_RESULTS);
}
}
src/test/resources/gmm/gomez22-inputs.csv 0 → 100644
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#Mw,rjB,rRup,rX,dip,width,zTor,zHyp,rake,vs30,z1p0,z2p5,zSed
4.0,0,5,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,5,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,5,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,5,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,6,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,6,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,6,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,6,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,8,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,8,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,8,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,8,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,10,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,10,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,10,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,10,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,15,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,15,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,15,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,15,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,20,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,20,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,20,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,20,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,30,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,30,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,30,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,30,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,40,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,40,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,40,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,40,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,50,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,50,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,50,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,50,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,60,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,60,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,60,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,60,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,80,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,80,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,80,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,80,0,90,5,1,1,1,760,NaN,NaN,NaN
4.0,0,100,0,90,5,1,1,1,150,NaN,NaN,NaN
4.0,0,100,0,90,5,1,1,1,250,NaN,NaN,NaN
4.0,0,100,0,90,5,1,1,1,450,NaN,NaN,NaN
4.0,0,100,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,5,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,5,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,5,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,5,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,6,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,6,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,6,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,6,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,8,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,8,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,8,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,8,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,10,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,10,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,10,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,10,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,15,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,15,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,15,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,15,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,20,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,20,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,20,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,20,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,30,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,30,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,30,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,30,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,40,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,40,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,40,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,40,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,50,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,50,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,50,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,50,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,60,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,60,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,60,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,60,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,80,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,80,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,80,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,80,0,90,5,1,1,1,760,NaN,NaN,NaN
4.7,0,100,0,90,5,1,1,1,150,NaN,NaN,NaN
4.7,0,100,0,90,5,1,1,1,250,NaN,NaN,NaN
4.7,0,100,0,90,5,1,1,1,450,NaN,NaN,NaN
4.7,0,100,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,5,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,5,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,5,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,5,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,6,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,6,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,6,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,6,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,8,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,8,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,8,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,8,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,10,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,10,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,10,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,10,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,15,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,15,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,15,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,15,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,20,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,20,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,20,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,20,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,30,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,30,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,30,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,30,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,40,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,40,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,40,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,40,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,50,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,50,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,50,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,50,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,60,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,60,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,60,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,60,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,80,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,80,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,80,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,80,0,90,5,1,1,1,760,NaN,NaN,NaN
4.8,0,100,0,90,5,1,1,1,150,NaN,NaN,NaN
4.8,0,100,0,90,5,1,1,1,250,NaN,NaN,NaN
4.8,0,100,0,90,5,1,1,1,450,NaN,NaN,NaN
4.8,0,100,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,10,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,10,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,10,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,10,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,15,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,15,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,15,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,15,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,20,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,20,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,20,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,20,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,30,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,30,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,30,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,30,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,40,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,40,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,40,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,40,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,50,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,50,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,50,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,50,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,60,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,60,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,60,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,60,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,80,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,80,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,80,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,80,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,100,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,100,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,100,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,100,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,200,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,200,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,200,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,200,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,300,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,300,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,300,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,300,0,90,5,1,1,1,760,NaN,NaN,NaN
5.0,0,500,0,90,5,1,1,1,150,NaN,NaN,NaN
5.0,0,500,0,90,5,1,1,1,250,NaN,NaN,NaN
5.0,0,500,0,90,5,1,1,1,450,NaN,NaN,NaN
5.0,0,500,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,10,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,10,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,10,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,10,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,15,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,15,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,15,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,15,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,20,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,20,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,20,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,20,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,30,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,30,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,30,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,30,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,40,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,40,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,40,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,40,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,50,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,50,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,50,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,50,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,60,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,60,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,60,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,60,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,80,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,80,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,80,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,80,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,100,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,100,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,100,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,100,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,200,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,200,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,200,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,200,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,300,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,300,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,300,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,300,0,90,5,1,1,1,760,NaN,NaN,NaN
6.0,0,500,0,90,5,1,1,1,150,NaN,NaN,NaN
6.0,0,500,0,90,5,1,1,1,250,NaN,NaN,NaN
6.0,0,500,0,90,5,1,1,1,450,NaN,NaN,NaN
6.0,0,500,0,90,5,1,1,1,760,NaN,NaN,NaN
src/test/resources/gmm/gomez22-results.csv 0 → 100644
+ 11040
− 0
View file @ c8d1c5de
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