Import GeoLife into SQLite for further analysis
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Markus Becker
d51a4e6a3c
First successful GridSearchCV run completed
Achieving a BACC score of 0.9995999768006462
clf = Pipeline(steps=[
('vectorize', TraceTransformer(N=10)),
('pca', PCA()),
('scaler', StandardScaler()),
('forest', IsolationForest(max_samples=0.8, n_estimators=1000))],
)
best_params = {
'forest__contamination': 'auto',
'forest__max_features': 1.0,
'forest__max_samples': 0.8,
'forest__n_estimators': 1000,
'pca__n_components': None,
'vectorize__N': 10
}
|
2 years ago |
.. |
__init__.py
|
Prototype code for trace validation
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2 years ago |
ml.py
|
First successful GridSearchCV run completed
|
2 years ago |