MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.
@attribute timestamp Date "dd MMMMM yyyy HH:mm:ss"
I believe this is the same format as shown in the ARFF specification.
Some data...
"2017-12-31 18:01:00",2,40.0,2376.58,2399.5,2357.14,2374.59,19.23300519,2373.1163915061647,-0.004218152387429286
"2017-12-31 18:01:00",0,5.0,8.53,8.53,8.53,8.53,78.38,8.53,-0.014398966468964769
The error
Failure reason: For input string: "2017-12-31 18:01:00"
STACK TRACE java.lang.NumberFormatException: For input string: "2017-12-31 18:01:00"
at sun.misc.FloatingDecimal.readJavaFormatString(FloatingDecimal.java:2043)
at sun.misc.FloatingDecimal.parseDouble(FloatingDecimal.java:110)
at java.lang.Double.parseDouble(Double.java:538)
at java.lang.Double.valueOf(Double.java:502)
at com.yahoo.labs.samoa.instances.ArffLoader.readInstanceDense(ArffLoader.java:163)
at com.yahoo.labs.samoa.instances.ArffLoader.readInstance(ArffLoader.java:130)
at com.yahoo.labs.samoa.instances.Instances.readInstance(Instances.java:477)
at moa.streams.ArffFileStream.readNextInstanceFromFile(ArffFileStream.java:157)
at moa.streams.ArffFileStream.restart(ArffFileStream.java:148)
at moa.streams.ArffFileStream.prepareForUseImpl(ArffFileStream.java:94)
at moa.options.AbstractOptionHandler.prepareForUse(AbstractOptionHandler.java:86)
at moa.options.OptionsHandler.prepareClassOptions(OptionsHandler.java:149)
at moa.options.AbstractOptionHandler.prepareClassOptions(AbstractOptionHandler.java:151)
at moa.tasks.AbstractTask.doTask(AbstractTask.java:52)
at moa.tasks.TaskThread.run(TaskThread.java:76)
I've tried it with and without double quoting the date format. Looking at the source it appears no special date handling is being done and it is just assuming a numeric value.
Getting an error on a arff file date attribute
@relation R_data_frame
@attribute timestamp Date "dd MMMMM yyyy HH:mm:ss"
I believe this is the same format as shown in the ARFF specification.
Some data... "2017-12-31 18:01:00",2,40.0,2376.58,2399.5,2357.14,2374.59,19.23300519,2373.1163915061647,-0.004218152387429286 "2017-12-31 18:01:00",0,5.0,8.53,8.53,8.53,8.53,78.38,8.53,-0.014398966468964769
The error Failure reason: For input string: "2017-12-31 18:01:00" STACK TRACE java.lang.NumberFormatException: For input string: "2017-12-31 18:01:00" at sun.misc.FloatingDecimal.readJavaFormatString(FloatingDecimal.java:2043) at sun.misc.FloatingDecimal.parseDouble(FloatingDecimal.java:110) at java.lang.Double.parseDouble(Double.java:538) at java.lang.Double.valueOf(Double.java:502) at com.yahoo.labs.samoa.instances.ArffLoader.readInstanceDense(ArffLoader.java:163) at com.yahoo.labs.samoa.instances.ArffLoader.readInstance(ArffLoader.java:130) at com.yahoo.labs.samoa.instances.Instances.readInstance(Instances.java:477) at moa.streams.ArffFileStream.readNextInstanceFromFile(ArffFileStream.java:157) at moa.streams.ArffFileStream.restart(ArffFileStream.java:148) at moa.streams.ArffFileStream.prepareForUseImpl(ArffFileStream.java:94) at moa.options.AbstractOptionHandler.prepareForUse(AbstractOptionHandler.java:86) at moa.options.OptionsHandler.prepareClassOptions(OptionsHandler.java:149) at moa.options.AbstractOptionHandler.prepareClassOptions(AbstractOptionHandler.java:151) at moa.tasks.AbstractTask.doTask(AbstractTask.java:52) at moa.tasks.TaskThread.run(TaskThread.java:76)
I've tried it with and without double quoting the date format. Looking at the source it appears no special date handling is being done and it is just assuming a numeric value.