API for MoTBFs
Learning Hybrid Bayesian Networks using Mixtures of Truncated Basis Functions
| Global functions | |
|---|---|
| .pred | Source code |
| BICMoTBF | Man page Source code |
| BICMultiFunctions | Man page Source code |
| BICscoreMoTBF | Man page Source code |
| BiC.MoTBFBN | Man page Source code |
| LearningHC | Man page Source code |
| MOPTAN | Man page |
| MoTBF-Distribution | Man page |
| MoTBFs_Learning | Man page |
| ToStringRe_MTE | Man page Source code |
| TrainingandTestData | Man page Source code |
| UpperBoundLogLikelihood | Man page Source code |
| accuracy | Source code |
| addNode | Source code |
| as.character.jointmotbf | Man page Source code |
| as.character.motbf | Man page Source code |
| as.function.jointmotbf | Man page Source code |
| as.function.motbf | Man page Source code |
| asMOPString | Man page Source code |
| asMTEString | Man page Source code |
| bestMOP | Man page Source code |
| bestMTE | Man page Source code |
| between | Source code |
| brier.score | Source code |
| check.names | Source code |
| check.values | Source code |
| checkInconsistentEvidence | Source code |
| check_data | Source code |
| clean | Man page Source code |
| coef.jointmotbf | Man page Source code |
| coef.mop | Man page |
| coef.motbf | Man page Source code |
| coef.mte | Man page |
| coefExpJointCDF | Source code |
| coeffExp | Man page Source code |
| coeffMOP | Man page Source code |
| coeffMTE | Man page Source code |
| coeffPol | Man page Source code |
| coercion-motbf | Man page |
| collapseDiscreteCPD | Source code |
| cond_mut_information | Source code |
| cond_mut_information_compute | Source code |
| conditional | Man page Source code |
| conditionalMethod | Man page Source code |
| conditionalmotbf.learning | Man page |
| confusionMatrix | Man page Source code |
| confusionMatrix.motbf_fit_cv | Man page Source code |
| dataMining | Man page |
| derivMOP | Man page Source code |
| derivMTE | Man page Source code |
| derivMoTBF | Man page Source code |
| detect_string | Source code |
| dimensionFunction | Man page Source code |
| discreteStatesFromBN | Man page Source code |
| discreteVariablesStates | Man page Source code |
| discreteVariables_as.character | Man page Source code |
| discretizeVariablesEWdis | Man page Source code |
| distVar | Source code |
| distX_cond | Source code |
| duplicatedValues | Source code |
| ecoli | Man page |
| eval.motbf | Man page Source code |
| evalJointFunction | Man page Source code |
| expectedValue | Source code |
| expectedValueMOP | Man page Source code |
| expectedValueMTE | Man page Source code |
| factorProductDiscrete2 | Source code |
| filterdata | Source code |
| findConditional | Man page Source code |
| fit.args.null | Source code |
| fitNB_dis | Source code |
| fit_nb | Source code |
| fit_tan | Man page Source code |
| fitroot | Source code |
| fixParamJoint | Source code |
| formatFactor | Source code |
| generateNormalPriorData | Man page Source code |
| getChildParentsFromGraph | Man page Source code |
| getCoefficients | Man page Source code |
| getDAG | Man page Source code |
| getDomainFactorParents | Source code |
| getFactorDomain | Source code |
| getFormatedBN | Source code |
| getFormatedBN_df | Source code |
| getMotbfDim | Man page Source code |
| getMotbfVar | Man page Source code |
| getNB | Source code |
| getNonNormalisedRandomMoTBF | Man page Source code |
| getParamJoint | Source code |
| getStructure | Man page Source code |
| getTAN | Source code |
| getTopoOrder | Source code |
| getVariablesMOP | Source code |
| get_Formated_BN | Source code |
| get_approx_posterior | Man page Source code |
| getlogLikelihoodDiscreteBN | Source code |
| gg_color_hue | Source code |
| gm_mean | Source code |
| gof | Source code |
| goodnessMoTBFBN | Man page |
| integralJointMoTBF | Man page Source code |
| integralMOP | Man page Source code |
| integralMTE | Man page Source code |
| integralMoTBF | Man page Source code |
| integrate.motbf | Man page Source code |
| integrateJointmotbf | Source code |
| integrateMOP | Source code |
| integrateMTE | Source code |
| integrateVar | Source code |
| integrateX | Source code |
| intersect2matrices | Source code |
| intersectMatrices | Source code |
| intersection | Source code |
| inversionMethod | Man page Source code |
| is.discrete | Man page Source code |
| is.jointmotbf | Man page Source code |
| is.mop | Man page Source code |
| is.motbf | Man page Source code |
| is.motbf_fit | Man page Source code |
| is.motbf_fit_cv | Man page Source code |
| is.mte | Man page Source code |
| is.observed | Man page Source code |
| is.root | Man page Source code |
| is.univmotbf | Man page Source code |
| isDiscreteParent | Source code |
| jointCDF | Source code |
| jointMoTBF | Man page Source code |
| jointmotbf | Source code |
| jointmotbf.fit | Man page Source code |
| jointmotbf.learning | Man page |
| keep_fx | Source code |
| keep_fx_vectorize | Source code |
| learn.tree.Intervals | Man page Source code |
| learnMoTBFpriorInformation | Man page Source code |
| logLikelihood.MoTBFBN | Man page Source code |
| marginal.jointmotbf | Man page Source code |
| marginalJointMoTBF | Man page Source code |
| marginalizeFactor | Source code |
| matchSplits | Source code |
| matchTargetSplits | Source code |
| meanMOP | Man page Source code |
| min_degree_heuristic | Source code |
| min_fill_heuristic | Source code |
| mop.learning | Man page Source code |
| motbf | Source code |
| motbf.cv | Man page Source code |
| motbf.fit | Man page Source code |
| motbf2bnlearn | Man page Source code |
| motbf2grain | Man page Source code |
| motbf_type | Man page Source code |
| mte.learning | Man page Source code |
| multiply2Polynomials | Source code |
| multiplyMOPbyConstant | Source code |
| multiplyMOPs | Source code |
| multiplyPolynomials | Source code |
| mut_information | Source code |
| mut_information_compute | Source code |
| mutual_information_tan | Man page Source code |
| nVariables | Man page Source code |
| newData | Source code |
| newRangePriorData | Man page Source code |
| new_jointmotbf | Source code |
| new_mop | Source code |
| new_motbf | Source code |
| new_motbf_fit | Source code |
| new_motbf_fit_cv | Source code |
| new_motbf_fit_node | Source code |
| new_mte | Source code |
| new_piecewisemop | Source code |
| new_univmotbf | Source code |
| normalizeMOP | Source code |
| nstates | Man page Source code |
| one_sample_motbfs | Source code |
| one_sample_motbfs_evidence | Source code |
| parametersJointMoTBF | Man page Source code |
| parentValues | Source code |
| pascalCase | Source code |
| plot.jointmotbf | Man page Source code |
| plot.motbf | Man page Source code |
| plot.motbf.fit.node | Man page Source code |
| plot.piecewisemop | Man page Source code |
| plot.univmotbf | Man page Source code |
| plotConditional | Man page Source code |
| pred_vectorize | Source code |
| predict.motbf_fit | Man page Source code |
| preprocessedData | Man page Source code |
| prim_maximal | Source code |
| print.jointmotbf | Man page Source code |
| print.motbf | Man page Source code |
| print.motbf.fit.node | Man page Source code |
| print.motbf_fit | Man page Source code |
| print.motbf_fit_cv | Man page Source code |
| print.piecewisemop | Man page Source code |
| print.summary.jointmotbf | Man page Source code |
| print.summary.piecewisemop | Man page Source code |
| print.summary.univmotbf | Man page Source code |
| print.univmotbf | Man page Source code |
| printConditional | Man page Source code |
| probDiscreteVariable | Man page Source code |
| quantileIntervals | Man page Source code |
| query | Man page Source code |
| r.data.frame | Man page Source code |
| rMoTBF | Man page Source code |
| reduceTerms | Source code |
| removeBarrenNodes | Source code |
| replaceNode | Source code |
| rescale_data | Man page Source code |
| rescale_motbf_fit | Man page Source code |
| rescaledFunctions | Man page |
| rescaledMOP | Man page Source code |
| rescaledMTE | Man page Source code |
| rescaledMoTBFs | Man page Source code |
| rmse | Source code |
| rnormMultiv | Man page Source code |
| sample_motbfs | Man page Source code |
| scaleData | Man page Source code |
| select | Man page Source code |
| setEvidence | Source code |
| setEvidence_VE | Source code |
| setEvidence_vectorized | Source code |
| simplify2MOPs | Source code |
| simplifyDomain | Source code |
| simplifyMOPs | Source code |
| simplifyPolynomial | Source code |
| splitFolds | Man page Source code |
| splitMOP | Source code |
| splitMTE | Source code |
| splitdata | Man page Source code |
| standardizeDataset | Man page Source code |
| subclass | Man page Source code |
| subsetData | Man page |
| subsetNetwork | Source code |
| summary.jointmotbf | Man page Source code |
| summary.motbf | Man page Source code |
| summary.motbf_fit_cv | Man page Source code |
| summary.piecewisemop | Man page Source code |
| summary.univmotbf | Man page Source code |
| thyroid | Man page |
| trainFullRangeDomain | Source code |
| univMoTBF | Man page Source code |
| variableElimination | Man page Source code |
| variableSelection | Man page Source code |
| whichDiscrete | Man page Source code |
