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Resolve "Experiment pipeline"

Merged Resolve "Experiment pipeline"
12-experiment-pipeline into master
Merged Charly Lamothe requested to merge 12-experiment-pipeline into master
Viewing commit 58061ea4
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− 17
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  • 58061ea4 
    - Fix possible issues for extracted forest sizes computation: around to reduce possible zeroes and remove duplicates;
- Create output experiment stage dir if not exists;
- Add base_score_metric to model raw results class;
- Add best params for lfw_pairs (maybe try with a larger number of random seeds since the score is not that high).
code/bolsonaro/models/model_raw_results.py
+ 12
− 7
@@ -8,8 +8,8 @@ class ModelRawResults(object):
def __init__(self, model_object, training_time,
datetime, train_score, dev_score, test_score,
score_metric, train_score_base, dev_score_base,
test_score_base):
train_score_base, dev_score_base,
test_score_base, score_metric, base_score_metric):
self._model_object = model_object
self._training_time = training_time
@@ -17,10 +17,11 @@ class ModelRawResults(object):
self._train_score = train_score
self._dev_score = dev_score
self._test_score = test_score
self._score_metric = score_metric
self._train_score_base = train_score_base
self._dev_score_base = dev_score_base
self._test_score_base = test_score_base
self._score_metric = score_metric
self._base_score_metric = base_score_metric
@property
def model_object(self):
@@ -46,10 +47,6 @@ class ModelRawResults(object):
def test_score(self):
return self._test_score
@property
def score_metric(self):
return self._score_metric
@property
def train_score_base(self):
return self._train_score_base
@@ -62,6 +59,14 @@ class ModelRawResults(object):
def test_score_base(self):
return self._test_score_base
@property
def score_metric(self):
return self._score_metric
@property
def base_score_metric(self):
return self._base_score_metric
def save(self, models_dir):
save_obj_to_pickle(models_dir + os.sep + 'model_raw_results.pickle',
self.__dict__)