Knowledge representations (mlpy.knowledgerep
)¶
Case base reasoning (mlpy.knowledgerep.cbr
)¶
Engine¶
CaseMatch |
Case match information. |
Case |
The representation of a case in the case base. |
CaseBaseEntry |
The case base entry class. |
CaseBase |
The case base engine. |
Features¶
FeatureFactory |
The feature factory. |
Feature |
The abstract feature class. |
BoolFeature |
The boolean feature. |
StringFeature |
The string feature. |
IntFeature |
The integer feature. |
FloatFeature |
The float feature. |
Similarity measures¶
Stat |
The similarity statistics container. |
SimilarityFactory |
The similarity factory. |
ISimilarity |
The similarity model interface. |
NeighborSimilarity |
The neighborhood similarity model. |
KMeansSimilarity |
The KMeans similarity model. |
ExactMatchSimilarity |
The exact match similarity model. |
CosineSimilarity |
The cosine similarity model. |
Problem solving methods¶
CBRMethodFactory |
The case base reasoning factory. |
ICBRMethod |
The method interface. |
IReuseMethod |
The reuse method interface. |
IRevisionMethod |
The revision method interface. |
IRetentionMethod |
The retention method interface. |
DefaultReuseMethod |
The default reuse method implementation. |
DefaultRevisionMethod |
The default revision method implementation called from the case base. |
DefaultRetentionMethod |
The default retention method implementation called from the case base. |