Fall 2019 Project 3: Assess Learners - Revision history

Greg: /* Implement author() Method (up to 10 point penalty) */

2019-09-21T05:41:37Z

Implement author() Method (up to 10 point penalty)

2019-09-12T04:40:48Z

Revisions

2019-09-12T01:36:57Z

Rubric

2019-09-11T12:53:27Z

Revisions

2019-09-11T12:52:47Z

Experiments and report (50 points)

2019-09-09T00:54:15Z

Revisions

2019-09-09T00:53:23Z

Rubric

2019-08-26T12:54:40Z

Experiments and report (50 points)

2019-08-19T18:54:36Z

Rubric

2019-08-19T18:15:18Z

Rubric

@@ Line 154: / Line 154: @@
      learner = lrl.LinRegLearner() # create a LinRegLearner
      learner.addEvidence(trainX, trainY) # train it
-     print learner.author()
+     print(learner.author())
 </pre>

@@ Line 4: / Line 4: @@
 /8/19 - Updated test learner example script call
-/11/19 - Updated API call
+/11/19 - Updated API call for testlearner.py
 ==Overview==

@@ Line 233: / Line 233: @@
 * Are the decision tree learners implemented using a matrix? (-20 points if not)
 * Does the implemented code properly reflect the intent of the assignment? (-20 points if not)
-* Does the testlearner.py file run using PYTHONPATH=../:. python testlearner.py Istanbul.csv? (-20 points if not)
+* Does the testlearner.py file run using PYTHONPATH=../:. python testlearner.py Data/Istanbul.csv? (-20 points if not)
 * Does the code generate appropriate charts written to png files? <b> DO NOT use plt.show() and manually save your charts. The charts should be created and saved using Python code</b> (-20 points if not)

← Older revision		Revision as of 12:53, 11 September 2019
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	9/8/19 - Updated test learner example script call		9/8/19 - Updated test learner example script call
		+	9/11/19 - Updated API call

	==Overview==		==Overview==

@@ Line 168: / Line 168: @@
 * Quantitatively compare "classic" decision trees (DTLearner) versus random trees (RTLearner).  In which ways is one method better than the other?  Provide at least two quantitative measures. Important, using two similar measures that illustrate the same broader metric does not count as two. (For example, do not use two measures for accuracy.) Note for this part of the report you must conduct new experiments, don't use the results of the experiments above for this(RMSE is not allowed as a new experiment).
-Note that all charts you provide must be generated in Python (in <tt>testlearner.py</tt>), and you must submit the python code you used to generate the plots. <b>The file testlearner.py should be called with a single argument (PYTHONPATH=../:. python testlearner.py Istanbul.csv) to run and produce all charts. If other datasets are used for your experiments, they should be coded to run without additional arguments.</B>
+Note that all charts you provide must be generated in Python (in <tt>testlearner.py</tt>), and you must submit the python code you used to generate the plots. <b>The file testlearner.py should be called with a single argument (<s>PYTHONPATH=../:. python testlearner.py Istanbul.csv</s> PYTHONPATH=../:. python testlearner.py Data/Istanbul.csv) to run and produce all charts. If other datasets are used for your experiments, they should be coded to run without additional arguments.</B>
 ==Hints & resources==

← Older revision		Revision as of 00:54, 9 September 2019
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	This assignment is subject to change up until 3 weeks prior to the due date. We do not anticipate changes; any changes will be logged in this section.		This assignment is subject to change up until 3 weeks prior to the due date. We do not anticipate changes; any changes will be logged in this section.
		+
		+	9/8/19 - Updated test learner example script call

	==Overview==		==Overview==

@@ Line 231: / Line 231: @@
 * Does the implemented code properly reflect the intent of the assignment? (-20 points if not)
 * Does the testlearner.py file run using PYTHONPATH=../:. python grade_analysis.py Istanbul.csv? (-20 points if not)
-* Does the code generate appropriate charts written to png files? <b> DO NOT use plt.show() and manually save your figures. The figures should be created and saved using Python code</b> (-20 points if not)
+* Does the code generate appropriate charts written to png files? <b> DO NOT use plt.show() and manually save your charts. The charts should be created and saved using Python code</b> (-20 points if not)
 Report (50 points):