oddt.scoring.models package¶
Submodules¶
oddt.scoring.models.classifiers module¶
-
oddt.scoring.models.classifiers.
randomforest
¶ alias of
RandomForestClassifier
-
class
oddt.scoring.models.classifiers.
svm
(*args, **kwargs)[source]¶ Bases:
oddt.scoring.models.classifiers.OddtClassifier
Methods
fit
(descs, target_values, **kwargs)get_params
([deep])predict
(descs)predict_log_proba
(descs)predict_proba
(descs)score
(descs, target_values)set_params
(**kwargs)-
fit
(descs, target_values, **kwargs)¶
-
get_params
(deep=True)¶
-
predict
(descs)¶
-
predict_log_proba
(descs)¶
-
predict_proba
(descs)¶
-
score
(descs, target_values)¶
-
set_params
(**kwargs)¶
-
-
class
oddt.scoring.models.classifiers.
neuralnetwork
(*args, **kwargs)[source]¶ Bases:
oddt.scoring.models.classifiers.OddtClassifier
Methods
fit
(descs, target_values, **kwargs)get_params
([deep])predict
(descs)predict_log_proba
(descs)predict_proba
(descs)score
(descs, target_values)set_params
(**kwargs)-
fit
(descs, target_values, **kwargs)¶
-
get_params
(deep=True)¶
-
predict
(descs)¶
-
predict_log_proba
(descs)¶
-
predict_proba
(descs)¶
-
score
(descs, target_values)¶
-
set_params
(**kwargs)¶
-
oddt.scoring.models.regressors module¶
Collection of regressors models
-
oddt.scoring.models.regressors.
randomforest
¶ alias of
RandomForestRegressor
-
class
oddt.scoring.models.regressors.
svm
(*args, **kwargs)[source]¶ Bases:
oddt.scoring.models.regressors.OddtRegressor
Methods
fit
(descs, target_values, **kwargs)get_params
([deep])predict
(descs)score
(descs, target_values)set_params
(**kwargs)-
fit
(descs, target_values, **kwargs)¶
-
get_params
(deep=True)¶
-
predict
(descs)¶
-
score
(descs, target_values)¶
-
set_params
(**kwargs)¶
-
-
oddt.scoring.models.regressors.
pls
¶ alias of
PLSRegression
-
class
oddt.scoring.models.regressors.
neuralnetwork
(*args, **kwargs)[source]¶ Bases:
oddt.scoring.models.regressors.OddtRegressor
Methods
fit
(descs, target_values, **kwargs)get_params
([deep])predict
(descs)score
(descs, target_values)set_params
(**kwargs)-
fit
(descs, target_values, **kwargs)¶
-
get_params
(deep=True)¶
-
predict
(descs)¶
-
score
(descs, target_values)¶
-
set_params
(**kwargs)¶
-
-
oddt.scoring.models.regressors.
mlr
¶ alias of
LinearRegression