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This commit is contained in:
Arnar Flatberg
2007-11-07 12:34:13 +00:00
parent ca51a0b382
commit aef2e1daf0
11 changed files with 316 additions and 121 deletions
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fluents/lib/blmfuncs.py
+8 -12
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@@ -350,15 +350,7 @@ class PLS(Model):
self.validation()
self.make_model(self.model['E0'], self.model['F0'],
**options.make_model_options())
# variance captured
var_x, exp_var_x = variances(self.model['E0'], self.model['T'], self.model['P'])
self.model['evx'] = var_x
self.model['exp_var_x'] = exp_var_x
var_y, exp_var_y = variances(self.model['F0'], self.model['T'], self.model['Q'])
self.model['evy'] = var_y
self.model['exp_var_y'] = exp_var_y
if options['calc_conf']:
self.confidence(**options.confidence_options())
@@ -435,7 +427,7 @@ class LPLS(Model):
engine = opt['engine']
dat = engine(self._data['X'], self._data['Y'], self._data['Z'],
opt['amax'], opt['xz_alpha'], opt['center_mth'],
opt['mode'], opt['scale'], False)
opt['scale'], False)
self.model.update(dat)
def as_dataset(self, name, dtype='Dataset'):
@@ -464,17 +456,21 @@ class LPLS(Model):
match_ids = {'E' : [ids_0, ids_1],
'P' : [ids_1, pc_ids],
'T' : [ids_0, pc_ids],
'U' : [ids_0, pc_ids],
'W' : [ids_1, pc_ids],
'L' : [ids_4, pc_ids],
'Q' : [ids_3, pc_ids],
'F' : [ids_0, ids_3],
'B' : [ids_1, ids_3],
'K' : [ids_1, pc_ids],
'tsqx' : [ids_1, zero_dim],
'tsqz' : [ids_4, zero_dim],
'K' : [ids_1, pc_ids],
'rmsep' : [ids_3, pc_ids],
'Rx' : [ids_1, pc_ids],
'Rz' : [ids_4, pc_ids]
'Rz' : [ids_4, pc_ids],
'evx' : [ids_1, zero_dim],
'evy' : [ids_3, zero_dim],
'evz' : [ids_4, zero_dim]
}
try: