Siddharth Sahani sid-sahani
sid-sahani
/ Performance Scores
Created
September 24, 2016 10:35
Hello folks, I had a doubt concerning my CNN model's Results. In the 4th epoch I get these scores:
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Epoch 4: | |
| Examples labeled as 0 classified by model as 0: 14 times | |
| Examples labeled as 0 classified by model as 1: 19 times | |
| Examples labeled as 1 classified by model as 0: 4 times | |
| Examples labeled as 1 classified by model as 1: 29 times | |
| ==========================Scores===================================== | |
| Accuracy: 0.6515 | |
| Precision: 0.691 |
sid-sahani
/ Code
Created
September 29, 2016 10:22
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| package org.deeplearning4j.examples.convolution; | |
| import com.google.common.collect.Lists; | |
| import org.datavec.api.records.reader.RecordReader; | |
| import org.datavec.api.records.reader.impl.csv.CSVRecordReader; | |
| import org.datavec.api.split.FileSplit; | |
| import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator; | |
| import org.deeplearning4j.datasets.iterator.impl.ListDataSetIterator; | |
| import org.deeplearning4j.eval.Evaluation; | |
| import org.deeplearning4j.nn.api.OptimizationAlgorithm; |
sid-sahani
/ setup the dev environment
Created
September 30, 2016 12:53
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| nisarg@neville-PC MSYS ~ | |
| $ pacman -S mingw-w64-x86_64-gcc mingw-w64-x86_64-cmake mingw-w64-x86_64-extra-cmake-modules make pkg-config grep sed gzip tar mingw64/mingw-w64-x86_64-openblas mingw-w64-x86_64-lz4 make-modules make pkg-config grep sed gzip tar mingw64/mingw-w64-x86_64-openblas mingw-w64-x86_64-lz4 | |
| warning: grep-2.22-3 is up to date -- reinstalling | |
| warning: sed-4.2.2-2 is up to date -- reinstalling | |
| warning: gzip-1.7-1 is up to date -- reinstalling | |
| resolving dependencies... | |
| looking for conflicting packages... | |
| warning: dependency cycle detected: | |
| warning: mingw-w64-x86_64-gcc-libgfortran will be installed before its mingw-w64 -x86_64-gcc-libs dependency |
sid-sahani
/ Evaluation Scores Doubt
Created
October 4, 2016 06:59
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Trying epoch 6 | |
| *** Completed epoch {} ***6 | |
| Evaluate model.... | |
| Predicted: 0 1 | |
| Actual: | |
| 0 N/A | 32 55 | |
| 1 ModelName | 12 75 |