Man pages for dplbnDE
Discriminative Parameter Learning of Bayesian Networks by Differential Evolution
| accuracy | Compute predictive accuracy. |
| basGen | Generate a valid probability table for attribute Xa |
| car | Car Evaluation Data Set. |
| DE | Discriminative parameter learning of bayesian networks by... |
| DEbest | Discriminative parameter learning of BN by DE variant... |
| DErand | Discriminative parameter learning of BN by DE variant... |
| dplbnDE | Discriminative Parameter Learning of Bayesian Networks by... |
| get_family | Retrieve Families for a Given Node in Bayesian Network |
| getPBest | JADE uses a mutation strategy called ”DE/current-to- p best”... |
| individual | Generates an individual (potential solution) |
| jade | Discriminative parameter learning of BN by JADE. |
| keepSum | Repair to keep the sum of row vectors equal to 1 over a... |
| lev2 | Repair to keep the sum of row vectors equal to 1 In a two... |
| lev3 | Repair to keep the sum of row vectors equal to 1 In a three... |
| lshade | Discriminative parameter learning of BN by L-SHADE. |
| meanL | Parameter adaptation as in JADE Lehmer mean |
| meanWL | Parameter adaptation as in JADE |
| parGen | Generate a valid conditional probability table for attribute... |
| plot.DE | Plot main results of evolution |
| population | Generates a population of potential solutions |
| print.DE | Print main results of evolution |
| randC | Parameter adaptation as in JADE Cauchy distribution |
| randN | Parameter adaptation as in JADE Normal distribution |
| reflect | Reparation to satisfy the constraints for (theta_{a, b}) in... |
| strRep | Repair to keep the sum of row vectors equal to 1 Gives BN... |
| vec | Transform a matrix into a vector |
| vec2net | Replace a vector of parameters in a CPT |
