Mercurial > repos > deepakjadmin > caret_tool2
comparison templateLibrary.py @ 7:b9ca220a8090 draft
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| author | deepakjadmin |
|---|---|
| date | Wed, 21 Sep 2016 04:33:19 -0400 |
| parents | f8c9f83c7abb |
| children | 12fde17bdd75 |
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| 6:f8c9f83c7abb | 7:b9ca220a8090 |
|---|---|
| 524 sep = "") | 524 sep = "") |
| 525 | 525 |
| 526 remove("rawData") | 526 remove("rawData") |
| 527 | 527 |
| 528 if((!is.null(testX)) && (!is.null(testY))){ | 528 if((!is.null(testX)) && (!is.null(testY))){ |
| 529 save(trainX,trainY,testX,testY,file="datasets.RData") | 529 #save(trainX,trainY,testX,testY,file="datasets.RData") |
| 530 } else { | 530 } else { |
| 531 save(trainX,trainY,file="datasets.RData") | 531 save(trainX,trainY,file="datasets.RData") |
| 532 } | 532 } |
| 533 | 533 |
| 534 @ | 534 @ |
| 1098 <<stopWorkers, echo = $STOPWORKERSECHO, results = $STOPWORKERSRESULT>>= | 1098 <<stopWorkers, echo = $STOPWORKERSECHO, results = $STOPWORKERSRESULT>>= |
| 1099 if(numWorkers > 1) stopCluster(cl) | 1099 if(numWorkers > 1) stopCluster(cl) |
| 1100 @ | 1100 @ |
| 1101 | 1101 |
| 1102 <<testPred, results = $TESTPREDRESULT, echo = $TESTPREDECHO>>= | 1102 <<testPred, results = $TESTPREDRESULT, echo = $TESTPREDECHO>>= |
| 1103 save(trainX,trainY,testX,testY,file="datasets.RData") | |
| 1103 if(pctTrain < 1) | 1104 if(pctTrain < 1) |
| 1104 { | 1105 { |
| 1105 cat("\\clearpage\n\\section*{Test Set Results}\n\n") | 1106 cat("\\clearpage\n\\section*{Test Set Results}\n\n") |
| 1106 classPred <- predict(modelFit, testX) | 1107 classPred <- predict(modelFit, testX) |
| 1107 cm <- confusionMatrix(classPred, testY) | 1108 cm <- confusionMatrix(classPred, testY) |