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AjwaOrMejdool.arff

@@ -0,0 +1,31 @@
+@relation AjwaOrMejdool
+
+@attribute 'Date Length (cm)' numeric
+@attribute 'Date Diameter (cm)' numeric
+@attribute 'Date Weight (g)' numeric
+@attribute 'Pit Length (cm)' numeric
+@attribute 'Calories (Kcal)' numeric
+@attribute 'Color' {Black,Brown}
+@attribute 'Class (Ajwa or Medjool)' {Ajwa,Medjool}
+
+@data
+3.2,2,12,2.2,41.28,Black,Ajwa
+3.5,1.8,11,1.9,37.84,Black,Ajwa
+3,1.7,9,2,30.96,Black,Ajwa
+3.1,2,10,1.9,34.4,Black,Ajwa
+2.8,1.8,9,1.9,30.96,Black,Ajwa
+3.1,1.9,12,2.2,41.28,Black,Ajwa
+3.2,2.2,13,1.9,44.72,Black,Ajwa
+3.1,1.7,12,2.1,41.28,Black,Ajwa
+3.6,2.5,9,2.7,30.96,Black,Ajwa
+3.8,1.8,10,1.9,34.4,Black,Ajwa
+4.4,2,14,2.9,44.24,Brown,Medjool
+5,1.4,15,2.5,47.4,Brown,Medjool
+5,1.7,15,2.1,47.4,Brown,Medjool
+5.2,1.4,17,2.6,53.72,Brown,Medjool
+5,2,17,2,53.72,Brown,Medjool
+4.2,1.6,14,2.3,44.24,Brown,Medjool
+5.1,2.1,16,2.7,50.56,Brown,Medjool
+4.2,1.8,16,2.3,50.56,Brown,Medjool
+4.6,1.7,13,2.7,41.08,Brown,Medjool
+5,2.4,19,2.8,60.04,Brown,Medjool

AjwaOrMejdool.csv

@@ -0,0 +1,21 @@
+Date Length (cm);Date Diameter (cm);Date Weight (g);Pit Length (cm);Calories (Kcal);Color;Class (Ajwa or Medjool)
+3.2;2;12;2.2;41.28;Black;Ajwa
+3.5;1.8;11;1.9;37.84;Black;Ajwa
+3;1.7;9;2;30.96;Black;Ajwa
+3.1;2;10;1.9;34.4;Black;Ajwa
+2.8;1.8;9;1.9;30.96;Black;Ajwa
+3.1;1.9;12;2.2;41.28;Black;Ajwa
+3.2;2.2;13;1.9;44.72;Black;Ajwa
+3.1;1.7;12;2.1;41.28;Black;Ajwa
+3.6;2.5;9;2.7;30.96;Black;Ajwa
+3.8;1.8;10;1.9;34.4;Black;Ajwa
+4.4;2;14;2.9;44.24;Brown;Medjool
+5;1.4;15;2.5;47.4;Brown;Medjool
+5;1.7;15;2.1;47.4;Brown;Medjool
+5.2;1.4;17;2.6;53.72;Brown;Medjool
+5;2;17;2;53.72;Brown;Medjool
+4.2;1.6;14;2.3;44.24;Brown;Medjool
+5.1;2.1;16;2.7;50.56;Brown;Medjool
+4.2;1.8;16;2.3;50.56;Brown;Medjool
+4.6;1.7;13;2.7;41.08;Brown;Medjool
+5;2.4;19;2.8;60.04;Brown;Medjool

AjwaOrMejdool.tab

@@ -0,0 +1,23 @@
+Date Length (cm) طول التمرة (سم)	Date Diameter (cm) قطر التمرة (سم)	Date Weight (g) وزن التمرة (جم)	Pit Length (cm) طول النواة (سم)	Calories (Kcal) السعرات الحرارية (ك كالوري)	Color اللون	Class (Ajwa or Medjool) التصنيف (عجوة أو مجدول)
+continuous	continuous	continuous	continuous	continuous	Black Brown	Ajwa Medjool
+						class
+3.2	2.0	12.0	2.2	41.28	Black	Ajwa
+3.5	1.8	11.0	1.9	37.84	Black	Ajwa
+3.0	1.7	9.0	2.0	30.96	Black	Ajwa
+3.1	2.0	10.0	1.9	34.4	Black	Ajwa
+2.8	1.8	9.0	1.9	30.96	Black	Ajwa
+3.1	1.9	12.0	2.2	41.28	Black	Ajwa
+3.2	2.2	13.0	1.9	44.72	Black	Ajwa
+3.1	1.7	12.0	2.1	41.28	Black	Ajwa
+3.6	2.5	9.0	2.7	30.96	Black	Ajwa
+3.8	1.8	10.0	1.9	34.4	Black	Ajwa
+4.4	2.0	14.0	2.9	44.24	Brown	Medjool
+5.0	1.4	15.0	2.5	47.4	Brown	Medjool
+5.0	1.7	15.0	2.1	47.4	Brown	Medjool
+5.2	1.4	17.0	2.6	53.72	Brown	Medjool
+5.0	2.0	17.0	2.0	53.72	Brown	Medjool
+4.2	1.6	14.0	2.3	44.24	Brown	Medjool
+5.1	2.1	16.0	2.7	50.56	Brown	Medjool
+4.2	1.8	16.0	2.3	50.56	Brown	Medjool
+4.6	1.7	13.0	2.7	41.08	Brown	Medjool
+5.0	2.4	19.0	2.8	60.04	Brown	Medjool

Orange/DatasetExploring.ows

@@ -0,0 +1,76 @@
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+	</nodes>
+	<links>
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Orange/DatasetModeling.ows

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+<?xml version='1.0' encoding='utf-8'?>
+<scheme version="2.0" title="" description="">
+	<nodes>
+		<node id="0" name="File" qualified_name="Orange.widgets.data.owfile.OWFile" project_name="Orange3" version="" title="File" position="(-710.0, -293.0)" />
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+		<node id="2" name="Feature Statistics" qualified_name="Orange.widgets.data.owfeaturestatistics.OWFeatureStatistics" project_name="Orange3" version="" title="Feature Statistics" position="(-552.0, -342.0)" />
+		<node id="3" name="Test and Score" qualified_name="Orange.widgets.evaluate.owtestandscore.OWTestAndScore" project_name="Orange3" version="" title="Test and Score" position="(-483.0, -30.0)" />
+		<node id="4" name="Constant" qualified_name="Orange.widgets.model.owconstant.OWConstant" project_name="Orange3" version="" title="Constant" position="(-693.0, 329.0)" />
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+		<node id="7" name="SVM" qualified_name="Orange.widgets.model.owsvm.OWSVM" project_name="Orange3" version="" title="SVM" position="(-693.0, 78.0)" />
+		<node id="8" name="Logistic Regression" qualified_name="Orange.widgets.model.owlogisticregression.OWLogisticRegression" project_name="Orange3" version="" title="Logistic Regression" position="(-689.0, -5.0)" />
+		<node id="9" name="Naive Bayes" qualified_name="Orange.widgets.model.ownaivebayes.OWNaiveBayes" project_name="Orange3" version="" title="Naive Bayes" position="(-691.0, 159.0)" />
+		<node id="10" name="AdaBoost" qualified_name="Orange.widgets.model.owadaboost.OWAdaBoost" project_name="Orange3" version="" title="AdaBoost" position="(-687.0, -174.0)" />
+		<node id="11" name="Predictions" qualified_name="Orange.widgets.evaluate.owpredictions.OWPredictions" project_name="Orange3" version="" title="Predictions" position="(-331.0, -68.0)" />
+		<node id="12" name="Confusion Matrix" qualified_name="Orange.widgets.evaluate.owconfusionmatrix.OWConfusionMatrix" project_name="Orange3" version="" title="Confusion Matrix" position="(-330.0, 37.0)" />
+	</nodes>
+	<links>
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+		<link id="10" source_node_id="3" sink_node_id="11" source_channel="Predictions" sink_channel="Data" enabled="true" source_channel_id="predictions" sink_channel_id="data" />
+		<link id="11" source_node_id="3" sink_node_id="12" source_channel="Evaluation Results" sink_channel="Evaluation Results" enabled="true" source_channel_id="evaluations_results" sink_channel_id="evaluation_results" />
+	</links>
+	<annotations />
+	<thumbnail />
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+</scheme>

Orange/DatasetModelingUsingImageEmbedding.ows

@@ -0,0 +1,691 @@
+<?xml version='1.0' encoding='utf-8'?>
+<scheme version="2.0" title="" description="">
+	<nodes>
+		<node id="0" name="Test and Score" qualified_name="Orange.widgets.evaluate.owtestandscore.OWTestAndScore" project_name="Orange3" version="" title="Test and Score" position="(-483.0, -30.0)" />
+		<node id="1" name="Constant" qualified_name="Orange.widgets.model.owconstant.OWConstant" project_name="Orange3" version="" title="Constant" position="(-693.0, 329.0)" />
+		<node id="2" name="kNN" qualified_name="Orange.widgets.model.owknn.OWKNNLearner" project_name="Orange3" version="" title="kNN" position="(-694.0, 244.0)" />
+		<node id="3" name="Random Forest" qualified_name="Orange.widgets.model.owrandomforest.OWRandomForest" project_name="Orange3" version="" title="Random Forest" position="(-687.0, -89.0)" />
+		<node id="4" name="SVM" qualified_name="Orange.widgets.model.owsvm.OWSVM" project_name="Orange3" version="" title="SVM" position="(-693.0, 78.0)" />
+		<node id="5" name="Logistic Regression" qualified_name="Orange.widgets.model.owlogisticregression.OWLogisticRegression" project_name="Orange3" version="" title="Logistic Regression" position="(-689.0, -5.0)" />
+		<node id="6" name="Naive Bayes" qualified_name="Orange.widgets.model.ownaivebayes.OWNaiveBayes" project_name="Orange3" version="" title="Naive Bayes" position="(-691.0, 159.0)" />
+		<node id="7" name="AdaBoost" qualified_name="Orange.widgets.model.owadaboost.OWAdaBoost" project_name="Orange3" version="" title="AdaBoost" position="(-687.0, -174.0)" />
+		<node id="8" name="Predictions" qualified_name="Orange.widgets.evaluate.owpredictions.OWPredictions" project_name="Orange3" version="" title="Predictions" position="(-331.0, -68.0)" />
+		<node id="9" name="Confusion Matrix" qualified_name="Orange.widgets.evaluate.owconfusionmatrix.OWConfusionMatrix" project_name="Orange3" version="" title="Confusion Matrix" position="(-330.0, 37.0)" />
+		<node id="10" name="Import Images" qualified_name="orangecontrib.imageanalytics.widgets.owimageimport.OWImportImages" project_name="Orange3-ImageAnalytics" version="" title="Import Images" position="(-703.0, -309.0)" />
+		<node id="11" name="Image Embedding" qualified_name="orangecontrib.imageanalytics.widgets.owimageembedding.OWImageEmbedding" project_name="Orange3-ImageAnalytics" version="" title="Image Embedding" position="(-563.0, -309.0)" />
+		<node id="12" name="Image Viewer" qualified_name="orangecontrib.imageanalytics.widgets.owimageviewer.OWImageViewer" project_name="Orange3-ImageAnalytics" version="" title="Image Viewer" position="(-184.0, 36.0)" />
+		<node id="13" name="Save Data" qualified_name="Orange.widgets.data.owsave.OWSave" project_name="Orange3" version="" title="Save Data" position="(-406.0, -317.0)" />
+	</nodes>
+	<links>
+		<link id="0" source_node_id="7" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="1" source_node_id="3" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="2" source_node_id="5" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="3" source_node_id="4" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="4" source_node_id="6" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="5" source_node_id="2" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="6" source_node_id="1" sink_node_id="0" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="7" source_node_id="0" sink_node_id="8" source_channel="Predictions" sink_channel="Data" enabled="true" source_channel_id="predictions" sink_channel_id="data" />
+		<link id="8" source_node_id="0" sink_node_id="9" source_channel="Evaluation Results" sink_channel="Evaluation Results" enabled="true" source_channel_id="evaluations_results" sink_channel_id="evaluation_results" />
+		<link id="9" source_node_id="10" sink_node_id="11" source_channel="Data" sink_channel="Images" enabled="true" source_channel_id="data" sink_channel_id="images" />
+		<link id="10" source_node_id="11" sink_node_id="0" source_channel="Embeddings" sink_channel="Data" enabled="true" source_channel_id="embeddings" sink_channel_id="train_data" />
+		<link id="11" source_node_id="9" sink_node_id="12" source_channel="Selected Data" sink_channel="Data" enabled="true" source_channel_id="selected_data" sink_channel_id="data" />
+		<link id="12" source_node_id="11" sink_node_id="13" source_channel="Embeddings" sink_channel="Data" enabled="true" source_channel_id="embeddings" sink_channel_id="data" />
+	</links>
+	<annotations />
+	<thumbnail />
+	<node_properties>
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+	</node_properties>
+	<session_state>
+		<window_groups />
+	</session_state>
+</scheme>

Orange/DatasetModelingWithRank.ows

@@ -0,0 +1,180 @@
+<?xml version='1.0' encoding='utf-8'?>
+<scheme version="2.0" title="" description="">
+	<nodes>
+		<node id="0" name="File" qualified_name="Orange.widgets.data.owfile.OWFile" project_name="Orange3" version="" title="File" position="(-693.0, -294.0)" />
+		<node id="1" name="Data Info" qualified_name="Orange.widgets.data.owdatainfo.OWDataInfo" project_name="Orange3" version="" title="Data Info" position="(-553.0, -262.0)" />
+		<node id="2" name="Feature Statistics" qualified_name="Orange.widgets.data.owfeaturestatistics.OWFeatureStatistics" project_name="Orange3" version="" title="Feature Statistics" position="(-552.0, -342.0)" />
+		<node id="3" name="Test and Score" qualified_name="Orange.widgets.evaluate.owtestandscore.OWTestAndScore" project_name="Orange3" version="" title="Test and Score" position="(-483.0, -30.0)" />
+		<node id="4" name="Constant" qualified_name="Orange.widgets.model.owconstant.OWConstant" project_name="Orange3" version="" title="Constant" position="(-693.0, 329.0)" />
+		<node id="5" name="kNN" qualified_name="Orange.widgets.model.owknn.OWKNNLearner" project_name="Orange3" version="" title="kNN" position="(-694.0, 244.0)" />
+		<node id="6" name="Random Forest" qualified_name="Orange.widgets.model.owrandomforest.OWRandomForest" project_name="Orange3" version="" title="Random Forest" position="(-687.0, -89.0)" />
+		<node id="7" name="SVM" qualified_name="Orange.widgets.model.owsvm.OWSVM" project_name="Orange3" version="" title="SVM" position="(-693.0, 78.0)" />
+		<node id="8" name="Logistic Regression" qualified_name="Orange.widgets.model.owlogisticregression.OWLogisticRegression" project_name="Orange3" version="" title="Logistic Regression" position="(-689.0, -5.0)" />
+		<node id="9" name="Naive Bayes" qualified_name="Orange.widgets.model.ownaivebayes.OWNaiveBayes" project_name="Orange3" version="" title="Naive Bayes" position="(-691.0, 159.0)" />
+		<node id="10" name="AdaBoost" qualified_name="Orange.widgets.model.owadaboost.OWAdaBoost" project_name="Orange3" version="" title="AdaBoost" position="(-687.0, -174.0)" />
+		<node id="11" name="Predictions" qualified_name="Orange.widgets.evaluate.owpredictions.OWPredictions" project_name="Orange3" version="" title="Predictions" position="(-332.0, -101.0)" />
+		<node id="12" name="Confusion Matrix" qualified_name="Orange.widgets.evaluate.owconfusionmatrix.OWConfusionMatrix" project_name="Orange3" version="" title="Confusion Matrix" position="(-328.0, 20.0)" />
+		<node id="13" name="Rank" qualified_name="Orange.widgets.data.owrank.OWRank" project_name="Orange3" version="" title="Rank" position="(-554.0, -173.0)" />
+	</nodes>
+	<links>
+		<link id="0" source_node_id="0" sink_node_id="1" source_channel="Data" sink_channel="Data" enabled="true" source_channel_id="data" sink_channel_id="data" />
+		<link id="1" source_node_id="0" sink_node_id="2" source_channel="Data" sink_channel="Data" enabled="true" source_channel_id="data" sink_channel_id="data" />
+		<link id="2" source_node_id="10" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="3" source_node_id="6" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="4" source_node_id="8" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="5" source_node_id="7" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="6" source_node_id="9" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="7" source_node_id="5" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="8" source_node_id="4" sink_node_id="3" source_channel="Learner" sink_channel="Learner" enabled="true" source_channel_id="learner" sink_channel_id="learner" />
+		<link id="9" source_node_id="3" sink_node_id="11" source_channel="Predictions" sink_channel="Data" enabled="true" source_channel_id="predictions" sink_channel_id="data" />
+		<link id="10" source_node_id="3" sink_node_id="12" source_channel="Evaluation Results" sink_channel="Evaluation Results" enabled="true" source_channel_id="evaluations_results" sink_channel_id="evaluation_results" />
+		<link id="11" source_node_id="0" sink_node_id="13" source_channel="Data" sink_channel="Data" enabled="true" source_channel_id="data" sink_channel_id="data" />
+		<link id="12" source_node_id="13" sink_node_id="3" source_channel="Reduced Data" sink_channel="Data" enabled="true" source_channel_id="reduced_data" sink_channel_id="train_data" />
+	</links>
+	<annotations />
+	<thumbnail />
+	<node_properties>
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