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Logging.txt
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Logging.txt
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Oct 13, 2019 3:39:15 PM edu.cmu.side.recipe.PredictionServer handleRequest
INFO: GET: /predicttest
Oct 13, 2019 3:39:22 PM edu.cmu.side.recipe.PredictionServer handleRequest
INFO: POST: /predicttest
Oct 13, 2019 3:39:23 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: all_type
Oct 13, 2019 3:39:23 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: predictedLabel: all_type
Oct 13, 2019 3:39:23 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: algo: logistic
Oct 13, 2019 3:39:23 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Training file dir: C:\Users\Jiuning\Documents\Python Scripts\LightSideWB\testData/Train_all_types.csv
Oct 13, 2019 3:39:24 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Completed process of load file
Oct 13, 2019 3:39:24 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:24 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:25 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:25 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:25 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:25 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:25 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:30 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:30 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:30 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:31 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:31 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 6.9 seconds.
Oct 13, 2019 3:39:31 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: size of hits205499
Oct 13, 2019 3:39:32 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Number of features extracted:5369
Oct 13, 2019 3:39:32 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Created Feature Extraction!!
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: foldMethod value: AUTO
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: numFolds value: 10
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: source value: RANDOM
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: test value: true
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testRecipe value: Train_all_types.csv
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testSet value: edu.cmu.side.model.data.DocumentList@9299f8b
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: type value: CV
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: training table size:1545
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Training new model.
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: here!
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: size of learner settings:2
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {foldMethod=AUTO, numFolds=10, source=RANDOM, test=true, testRecipe=Train_all_types.csv, testSet=edu.cmu.side.model.data.DocumentList@9299f8b, type=CV}
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: edu.cmu.side.model.OrderedPluginMap@3ffb585d
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: learner:Logistic Regression
Oct 13, 2019 3:39:35 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: updater:edu.cmu.side.view.util.ParallelTaskUpdater[,0,0,0x0,invalid,layout=se.datadosen.component.RiverLayout,alignmentX=0.0,alignmentY=0.0,border=,flags=9,maximumSize=,minimumSize=java.awt.Dimension[width=200,height=20],preferredSize=]
Oct 13, 2019 3:39:41 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: trained size:1545
Oct 13, 2019 3:39:41 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Fetched Results successfully
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: confusion matrix key set: 4
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Text Confusion Matrix: L-IL-IS L-Q L-R
L-I1138 0 0 1
L-IS 8 0 1 0
L-Q 226 0 70 1
L-R 69 0 1 30
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Evaluation: 1545
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Model Evaluation Matrix
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {Accuracy=0.801294498381877, Kappa=0.34227239572788704, }
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: 0.801294498381877
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: requestID: 123456
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: JSON: the northern lights happen when the sun makes tiny bits of electricity go down to earth
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: all_type
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: recipelist size: 1
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:42 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:39:42 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:39:42 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: loading classifier from settings...
Oct 13, 2019 3:39:43 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: done loading classifier in 442ms
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData Predicted Label likelihood: L-I
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-I Predicted Label likelihood: 0.8510961723298188
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-IS Predicted Label likelihood: 2.8123547718580537E-4
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-Q Predicted Label likelihood: 0.11832851667590386
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-R Predicted Label likelihood: 0.030294075517091623
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: all_type Predicted Label likelihood:
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1: PredictedTestData_L-I Predicted Label1: PredictedTestData_L-IS
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1 likelihood: 0.8510961723298188 Predicted Label2 likelihood: 2.8123547718580537E-4
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: Complexity_level
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: predictedLabel: Complexity_level
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: algo: logistic
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Training file dir: C:\Users\Jiuning\Documents\Python Scripts\LightSideWB\testData/Train_KF2.csv
Oct 13, 2019 3:39:43 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Completed process of load file
Oct 13, 2019 3:39:43 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:44 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 2.3 seconds.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:45 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:45 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: size of hits160250
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Number of features extracted:4336
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Created Feature Extraction!!
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: foldMethod value: AUTO
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: numFolds value: 10
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: source value: RANDOM
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: test value: true
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testRecipe value: Train_KF2.csv
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testSet value: edu.cmu.side.model.data.DocumentList@e02dd30
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: type value: CV
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: training table size:1139
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Training new model.
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: here!
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: size of learner settings:2
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {foldMethod=AUTO, numFolds=10, source=RANDOM, test=true, testRecipe=Train_KF2.csv, testSet=edu.cmu.side.model.data.DocumentList@e02dd30, type=CV}
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: edu.cmu.side.model.OrderedPluginMap@4d373d7
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: learner:Logistic Regression
Oct 13, 2019 3:39:46 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: updater:edu.cmu.side.view.util.ParallelTaskUpdater[,0,0,0x0,invalid,layout=se.datadosen.component.RiverLayout,alignmentX=0.0,alignmentY=0.0,border=,flags=9,maximumSize=,minimumSize=java.awt.Dimension[width=200,height=20],preferredSize=]
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: trained size:1139
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Fetched Results successfully
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: confusion matrix key set: 2
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Text Confusion Matrix: L-T L-X
L-T 456 126
L-X 133 424
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Evaluation: 1139
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Model Evaluation Matrix
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {Accuracy=0.7726075504828798, Kappa=0.5448730508675925, }
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: 0.7726075504828798
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: requestID: 123456
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: JSON: the northern lights happen when the sun makes tiny bits of electricity go down to earth
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: Complexity_level
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: recipelist size: 1
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:39:49 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: loading classifier from settings...
Oct 13, 2019 3:39:49 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: done loading classifier in 25ms
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: Complexity_level Predicted Label likelihood:
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData Predicted Label likelihood: L-X
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-T Predicted Label likelihood: 0.44818845539316665
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-X Predicted Label likelihood: 0.5518115446068333
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1: PredictedTestData_L-T Predicted Label1: PredictedTestData_L-X
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1 likelihood: 0.44818845539316665 Predicted Label2 likelihood: 0.5518115446068333
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: Complexity_level
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: predictedLabel: Complexity_level
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: algo: logistic
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Training file dir: C:\Users\Jiuning\Documents\Python Scripts\LightSideWB\testData/Train_KF_X.csv
Oct 13, 2019 3:39:49 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Completed process of load file
Oct 13, 2019 3:39:49 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.7 seconds.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 4 tasks...
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 3 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 1 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 2 complete.
Oct 13, 2019 3:39:50 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: size of hits95388
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Number of features extracted:2842
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Created Feature Extraction!!
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: foldMethod value: AUTO
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: numFolds value: 10
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: source value: RANDOM
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: test value: true
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testRecipe value: Train_KF_X.csv
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: testSet value: edu.cmu.side.model.data.DocumentList@50e69a7a
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: BuildModelControl KEY: type value: CV
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: training table size:557
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Training new model.
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: here!
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: size of learner settings:2
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {foldMethod=AUTO, numFolds=10, source=RANDOM, test=true, testRecipe=Train_KF_X.csv, testSet=edu.cmu.side.model.data.DocumentList@50e69a7a, type=CV}
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: edu.cmu.side.model.OrderedPluginMap@33d6635e
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: learner:Logistic Regression
Oct 13, 2019 3:39:50 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: updater:edu.cmu.side.view.util.ParallelTaskUpdater[,0,0,0x0,invalid,layout=se.datadosen.component.RiverLayout,alignmentX=0.0,alignmentY=0.0,border=,flags=9,maximumSize=,minimumSize=java.awt.Dimension[width=200,height=20],preferredSize=]
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: trained size:557
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Fetched Results successfully
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: confusion matrix key set: 2
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Text Confusion Matrix: L-EL-EE
L-E 386 17
L-EE 92 62
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Evaluation: 557
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: Model Evaluation Matrix
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleBuildModel
INFO: {Accuracy=0.8043087971274686, Kappa=0.42424299898529166, }
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: 0.8043087971274686
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: requestID: 123456
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: JSON: the northern lights happen when the sun makes tiny bits of electricity go down to earth
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: annot: Complexity_level
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: recipelist size: 1
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: invoking 1 tasks...
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin$1 call
FINE: Thread 0 complete.
Oct 13, 2019 3:39:52 PM edu.cmu.side.plugin.ParallelFeaturePlugin extractFeatureHitsForSubclass
FINE: Parallel extraction complete in 0.0 seconds.
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:39:52 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: loading classifier from settings...
Oct 13, 2019 3:39:52 PM plugins.learning.WekaCore loadClassifierFromSettings
FINE: WekaCore: done loading classifier in 13ms
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: Complexity_level Predicted Label likelihood:
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData Predicted Label likelihood: L-E
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-E Predicted Label likelihood: 0.86199605202059
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label: PredictedTestData_L-EE Predicted Label likelihood: 0.13800394797940996
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1: PredictedTestData_L-E Predicted Label1: PredictedTestData_L-EE
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer classifyPrediction
INFO: Predicted Label1 likelihood: 0.86199605202059 Predicted Label2 likelihood: 0.13800394797940996
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- Start Prediction of all_type---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Accuracy: 0.801294498381877
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Level:
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Prediction: L-I
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- End Prediction of all_type---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- Start Prediction of L-X---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Accuracy: 0.7726075504828798
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Level:
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Prediction: L-X
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- End Prediction of L-X---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- Start Prediction of L-E---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Accuracy: 0.8043087971274686
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Level:
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: Prediction: L-E
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: --- End Prediction of L-E---
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: json: {"requestID":"123456","predicted":"L-E","level":"","accuracy":"0.8043087971274686","key1":"PredictedTestData_L-E","key2":"PredictedTestData_L-EE","predictionConfidence1":"0.86199605202059","predictionConfidence2":"0.13800394797940996","requesterName":"JIUNING ZHONG","requestTimestamp":"10-13-2019","noteText":"the northern lights happen when the sun makes tiny bits of electricity go down to earth","noteID":"123456","feedbackText":"This looks like an interesting idea. \n-\tCan you say more?"}
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
FINE: json: {"requestID":"123456","predicted":"L-E","level":"","accuracy":"0.8043087971274686","key1":"PredictedTestData_L-E","key2":"PredictedTestData_L-EE","predictionConfidence1":"0.86199605202059","predictionConfidence2":"0.13800394797940996","requesterName":"JIUNING ZHONG","requestTimestamp":"10-13-2019","noteText":"the northern lights happen when the sun makes tiny bits of electricity go down to earth","noteID":"123456","feedbackText":"This looks like an interesting idea. \n-\tCan you say more?"}
Oct 13, 2019 3:39:52 PM edu.cmu.side.recipe.PredictionServer handleRequest
INFO: response isOK
Oct 13, 2019 3:48:29 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:48:29 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:48:40 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:48:40 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:48:45 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Mean: 1.0227272727272727
Oct 13, 2019 3:48:45 PM edu.cmu.side.recipe.Predictor calculatePredictionStats
INFO: Feature Density Deviation: 0.0
Oct 13, 2019 3:48:45 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: json: {"requestID":"123456","predicted":"L-E","level":"","accuracy":"0.8043087971274686","key1":"PredictedTestData_L-E","key2":"PredictedTestData_L-EE","predictionConfidence1":"0.86199605202059","predictionConfidence2":"0.13800394797940996","requesterName":"JIUNING ZHONG","requestTimestamp":"10-13-2019","noteText":"the northern lights happen when the sun makes tiny bits of electricity go down to earth","noteID":"123456","feedbackText":"This looks like an interesting idea. \n-\tCan you say more?"}
Oct 13, 2019 5:27:53 PM edu.cmu.side.recipe.PredictionServer handleTestPredict
INFO: json: {"requestID":"123456","predicted":"L-IS","level":"","accuracy":"0.801294498381877","key1":"","key2":"","predictionConfidence1":"","predictionConfidence2":"","requesterName":"JIUNING ZHONG","requestTimestamp":"10-13-2019","noteText":" putting our knowledge together - i know that the anthills-","noteID":"123456","feedbackText":"Insufficient data. Please write more."}