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remove accuracy.py as it has been superseded by testing.py

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Lukas Winkler 2019-08-01 14:01:37 +02:00
parent f1f2a953e1
commit 5595cb5691
Signed by: lukas
GPG key ID: 54DE4D798D244853
1 changed files with 0 additions and 32 deletions
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accuracy.py
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@ -1,32 +0,0 @@
import numpy as np
from CustomScaler import CustomScaler
from interpolators.griddata import GriddataInterpolator
from simulation_list import SimulationList
simlist = SimulationList.jsonlines_load()
data = np.array([
[s.alpha, s.v, s.projectile_mass, s.gamma, s.target_water_fraction, s.projectile_water_fraction]
for s in simlist.simlist if s.type == "original"
])
values = np.array([s.water_retention_both for s in simlist.simlist if s.type == "original"])
scaler = CustomScaler()
scaler.fit(data)
scaled_data = scaler.transform_data(data)
# interpolator = RbfInterpolator(scaled_data, values)
interpolator = GriddataInterpolator(scaled_data, values)
print("\t".join(["runid", "interpolated value", "real value", "alpha", "v", "m", "gamma"]))
for sim in simlist.simlist:
if sim.type == "original" or sim.v > 10 or int(sim.runid) < 10:
continue
print(int(sim.runid))
parameters = [sim.alpha, sim.v, sim.projectile_mass, sim.gamma, sim.target_water_fraction,
sim.projectile_water_fraction]
scaled_parameters = list(scaler.transform_parameters(parameters))
result = interpolator.interpolate(*scaled_parameters)
print("\t".join(map(str, [sim.runid, result, sim.water_retention_both, *parameters[:-2]])))
# exit()