| _classname_() | PLearn::Object | [static] |
| _getOptionList_() | PLearn::Object | [static] |
| _isa_(Object *o) | PLearn::Object | [static] |
| _new_instance_for_typemap_() | PLearn::Object | [static] |
| _static_initialize_() | PLearn::Object | [static] |
| _static_initializer_ | PLearn::Object | [static] |
| bag_inputs | PLearn::MultiInstanceNNet | [protected] |
| bag_output | PLearn::MultiInstanceNNet | [protected] |
| bag_size | PLearn::MultiInstanceNNet | [protected] |
| batch_size | PLearn::MultiInstanceNNet | |
| bias_decay | PLearn::MultiInstanceNNet | |
| build() | PLearn::MultiInstanceNNet | [virtual] |
| build_() | PLearn::MultiInstanceNNet | [private] |
| build_from_train_set() | PLearn::PLearner | [inline, protected, virtual] |
| call(const string &methodname, int nargs, PStream &in_parameters, PStream &out_results) | PLearn::Object | [virtual] |
| changeOption(const string &optionname, const string &value) | PLearn::Object | |
| changeOptions(const map< string, string > &name_value) | PLearn::Object | [virtual] |
| classification_regularizer | PLearn::MultiInstanceNNet | |
| classname() const | PLearn::Object | [virtual] |
| computeCostsFromOutputs(const Vec &input, const Vec &output, const Vec &target, Vec &costs) const | PLearn::MultiInstanceNNet | [virtual] |
| computeCostsOnly(const Vec &input, const Vec &target, Vec &costs) const | PLearn::PLearner | [virtual] |
| computeOutput(const Vec &input, Vec &output) const | PLearn::MultiInstanceNNet | [virtual] |
| computeOutputAndCosts(const Vec &input, const Vec &target, Vec &output, Vec &costs) const | PLearn::MultiInstanceNNet | [virtual] |
| costs | PLearn::MultiInstanceNNet | [protected] |
| declareOptions(OptionList &ol) | PLearn::MultiInstanceNNet | [protected, static] |
| deepCopy(CopiesMap &copies) const | PLearn::Object | [virtual] |
| direct_in_to_out | PLearn::MultiInstanceNNet | |
| direct_in_to_out_weight_decay | PLearn::MultiInstanceNNet | |
| expdir | PLearn::PLearner | |
| f | PLearn::MultiInstanceNNet | [mutable] |
| forget() | PLearn::MultiInstanceNNet | [virtual] |
| getExperimentDirectory() const | PLearn::PLearner | [inline] |
| getOption(const string &optionname) const | PLearn::Object | |
| getOptionList() const | PLearn::Object | [virtual] |
| getOptionsToSave() const | PLearn::Object | [virtual] |
| getTestCostIndex(const string &costname) const | PLearn::PLearner | |
| getTestCostNames() const | PLearn::MultiInstanceNNet | [virtual] |
| getTrainCostIndex(const string &costname) const | PLearn::PLearner | |
| getTrainCostNames() const | PLearn::MultiInstanceNNet | [virtual] |
| getTrainingSet() const | PLearn::PLearner | [inline] |
| getTrainStatsCollector() | PLearn::PLearner | [inline] |
| getValidationSet() const | PLearn::PLearner | [inline] |
| info() const | PLearn::Object | [virtual] |
| inherited typedef | PLearn::MultiInstanceNNet | [private] |
| initializeParams() | PLearn::MultiInstanceNNet | [protected] |
| input | PLearn::MultiInstanceNNet | [protected] |
| input_to_logP0 | PLearn::MultiInstanceNNet | [protected] |
| inputs_and_targets_to_test_costs | PLearn::MultiInstanceNNet | [protected] |
| inputs_and_targets_to_training_costs | PLearn::MultiInstanceNNet | [protected] |
| inputsize() const | PLearn::PLearner | [virtual] |
| inputsize_ | PLearn::PLearner | [protected] |
| instance_logP0 | PLearn::MultiInstanceNNet | [mutable, private] |
| interval_maxval | PLearn::MultiInstanceNNet | |
| interval_minval | PLearn::MultiInstanceNNet | |
| invars | PLearn::MultiInstanceNNet | [protected] |
| isStatefulLearner() const | PLearn::PLearner | [virtual] |
| L1_penalty | PLearn::MultiInstanceNNet | |
| layer1_bias_decay | PLearn::MultiInstanceNNet | |
| layer1_weight_decay | PLearn::MultiInstanceNNet | |
| layer2_bias_decay | PLearn::MultiInstanceNNet | |
| layer2_weight_decay | PLearn::MultiInstanceNNet | |
| load(const string &filename) | PLearn::Object | [virtual] |
| makeDeepCopyFromShallowCopy(CopiesMap &copies) | PLearn::MultiInstanceNNet | [virtual] |
| matlabSave(const string &matlab_subdir) | PLearn::PLearner | [inline, virtual] |
| max_n_instances | PLearn::MultiInstanceNNet | |
| MultiInstanceNNet() | PLearn::MultiInstanceNNet | |
| n_examples | PLearn::PLearner | [protected] |
| newread(PStream &in) | PLearn::Object | |
| newwrite(PStream &out) const | PLearn::Object | |
| nhidden | PLearn::MultiInstanceNNet | |
| nhidden2 | PLearn::MultiInstanceNNet | |
| nll | PLearn::MultiInstanceNNet | [protected] |
| nstages | PLearn::PLearner | |
| nTestCosts() const | PLearn::PLearner | [virtual] |
| nTrainCosts() const | PLearn::PLearner | [virtual] |
| Object() | PLearn::Object | |
| oldread(istream &in) | PLearn::Object | [virtual] |
| optimizer | PLearn::MultiInstanceNNet | |
| optstage_per_lstage | PLearn::MultiInstanceNNet | [protected] |
| output | PLearn::MultiInstanceNNet | [protected] |
| output_and_target_to_cost | PLearn::MultiInstanceNNet | [mutable] |
| output_layer_bias_decay | PLearn::MultiInstanceNNet | |
| output_layer_weight_decay | PLearn::MultiInstanceNNet | |
| outputsize() const | PLearn::MultiInstanceNNet | [virtual] |
| params | PLearn::MultiInstanceNNet | [protected] |
| paramsvalues | PLearn::MultiInstanceNNet | [protected] |
| penalties | PLearn::MultiInstanceNNet | [protected] |
| PLEARN_DECLARE_ABSTRACT_OBJECT(PLearner) | PLearn::PLearner | |
| PLEARN_DECLARE_OBJECT(MultiInstanceNNet) | PLearn::MultiInstanceNNet | |
| PLearner() | PLearn::PLearner | |
| PPointable() | PLearn::PPointable | [inline] |
| PPointable(const PPointable &other) | PLearn::PPointable | [inline] |
| prepareToSendResults(PStream &out, int nres) | PLearn::Object | [inline, protected] |
| print(ostream &out) const | PLearn::Object | [virtual] |
| read(istream &in) | PLearn::Object | [virtual] |
| readOptionVal(PStream &in, const string &optionname) | PLearn::Object | |
| ref() const | PLearn::PPointable | [inline] |
| report_progress | PLearn::PLearner | |
| resetInternalState() | PLearn::PLearner | [virtual] |
| run() | PLearn::Object | [virtual] |
| sampleweight | PLearn::MultiInstanceNNet | [protected] |
| save(const string &filename) const | PLearn::Object | [virtual] |
| seed_ | PLearn::PLearner | |
| setExperimentDirectory(const string &the_expdir) | PLearn::PLearner | [virtual] |
| setOption(const string &optionname, const string &value) | PLearn::Object | |
| setTrainingSet(VMat training_set, bool call_forget=true) | PLearn::MultiInstanceNNet | [virtual] |
| setTrainStatsCollector(PP< VecStatsCollector > statscol) | PLearn::PLearner | [virtual] |
| setValidationSet(VMat validset) | PLearn::PLearner | [virtual] |
| stage | PLearn::PLearner | |
| target | PLearn::MultiInstanceNNet | [protected] |
| targetsize() const | PLearn::PLearner | [virtual] |
| targetsize_ | PLearn::PLearner | [protected] |
| test(VMat testset, PP< VecStatsCollector > test_stats, VMat testoutputs=0, VMat testcosts=0) const | PLearn::PLearner | [virtual] |
| test_bag_size | PLearn::MultiInstanceNNet | [mutable] |
| test_costf | PLearn::MultiInstanceNNet | [mutable] |
| test_costs | PLearn::MultiInstanceNNet | [protected] |
| train() | PLearn::MultiInstanceNNet | [virtual] |
| train_set | PLearn::PLearner | [protected] |
| train_stats | PLearn::PLearner | [protected] |
| training_cost | PLearn::MultiInstanceNNet | [protected] |
| training_set_has_changed | PLearn::MultiInstanceNNet | [protected] |
| unref() const | PLearn::PPointable | [inline] |
| usage() const | PLearn::PPointable | [inline] |
| use(VMat testset, VMat outputs) const | PLearn::PLearner | [virtual] |
| useOnTrain(Mat &outputs) const | PLearn::PLearner | [virtual] |
| validation_set | PLearn::PLearner | [protected] |
| verbosity | PLearn::PLearner | |
| w1 | PLearn::MultiInstanceNNet | [protected] |
| w2 | PLearn::MultiInstanceNNet | [protected] |
| wdirect | PLearn::MultiInstanceNNet | [protected] |
| weight_decay | PLearn::MultiInstanceNNet | |
| weightsize_ | PLearn::PLearner | [protected] |
| wout | PLearn::MultiInstanceNNet | [protected] |
| write(ostream &out) const | PLearn::Object | [virtual] |
| writeOptionVal(PStream &out, const string &optionname) const | PLearn::Object | |
| ~MultiInstanceNNet() | PLearn::MultiInstanceNNet | [virtual] |
| ~Object() | PLearn::Object | [virtual] |
| ~PLearner() | PLearn::PLearner | [virtual] |
| ~PPointable() | PLearn::PPointable | [inline, virtual] |