ReadAlphabet /projects/compbio/lib/alphabet/angle.alphabet

InFilePrefix  /cse/faculty/karplus/dna/predict-2nd/testing/
OutFilePrefix /cse/faculty/karplus/dna/predict-2nd/testing/ang/

ReadNeuralNet ang/networks/IDaaHr-5-15-7-15-9-15-13-ang-empty.net
NameNet t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

ReadParams params/16-dec-01-anneal
SetOverhang

# THIS training uses the t2k-5651 id set, not holding out
#  anything for testing.


# Note: the following includes read the training set(s),
# and, in doing so, reset the InFilePrefix

ReadToSet train
InFilePrefix  /cse/faculty/karplus/dna/predict-2nd/testing/training-data/
Include t2k-5651.t2k-thin90-ang

ReportNetQualityForCrossTrainTo quality-reports/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.train

TrainNet 5
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
Equilibrate
TrainNet 5
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
Equilibrate
TrainNet 5
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
Equilibrate
TrainNet 5
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
Equilibrate
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net

CenterWeights
TrainNet 50
ReportNeuralNet networks/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.net


ReportTrainByChain quality-reports/t2k-5651-IDaaHr-5-15-7-15-9-15-13-ang-from-empty.by-chain
TestNet
ReportTrainByChain
ReportQvsPhatTo 
ReportUnitUsageTo