38 | * public static double classify(Object [] i);
39 | * i contains elements that are either
41 | * Double, String, with missing values represented as null. The generated
42 | * code is public domain and comes with no warranty.
43 | *
44 | * @param className the name that should be given to the source class.
45 | * @return the object source described by a string
46 | * @throws Exception if the source can't be computed
47 | */
48 | String toSource(String className) throws Exception;
49 | }
50 |
51 |
52 |
53 |
54 |
55 |
56 |
57 |
58 |
--------------------------------------------------------------------------------
/src/weka/classifiers/UpdateableClassifier.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see int value
60 | */
61 | int position();
62 |
63 | /**
64 | * Returns the attribute used in this split
65 | *
66 | * @return the attribute used in this split
67 | */
68 | int splitAttr();
69 |
70 | /**
71 | * Returns the split value
72 | *
73 | * @return the split value
74 | */
75 | double splitValue();
76 |
77 | }
78 |
--------------------------------------------------------------------------------
/src/weka/classifiers/xml/XMLClassifier.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see weka.core.Environment.getSystemWide()
31 | *
32 | * @author mhall (mhall{[at]}pentaho{[dot]}com)
33 | * @version $Revision: 8034 $
34 | */
35 | public interface EnvironmentHandler {
36 |
37 | /**
38 | * Set environment variables to use.
39 | *
40 | * @param env the environment variables to
41 | * use
42 | */
43 | void setEnvironment(Environment env);
44 | }
45 |
--------------------------------------------------------------------------------
/src/weka/core/Matchable.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see 26 | * 27 | * Typical usage:
28 | *
29 | * Option myOption = new Option("Uses extended mode.", "E", 0, "-E"));
30 | *
31 | * @author Eibe Frank (eibe@cs.waikato.ac.nz)
32 | * @version $Revision: 8034 $
33 | */
34 | public class Option
35 | implements RevisionHandler {
36 |
37 | /** What does this option do? */
38 | private String m_Description;
39 |
40 | /** The synopsis. */
41 | private String m_Synopsis;
42 |
43 | /** What's the option's name? */
44 | private String m_Name;
45 |
46 | /** How many arguments does it take? */
47 | private int m_NumArguments;
48 |
49 | /**
50 | * Creates new option with the given parameters.
51 | *
52 | * @param description the option's description
53 | * @param name the option's name
54 | * @param numArguments the number of arguments
55 | */
56 | public Option(String description, String name,
57 | int numArguments, String synopsis) {
58 |
59 | m_Description = description;
60 | m_Name = name;
61 | m_NumArguments = numArguments;
62 | m_Synopsis = synopsis;
63 | }
64 |
65 | /**
66 | * Returns the option's description.
67 | *
68 | * @return the option's description
69 | */
70 | public String description() {
71 |
72 | return m_Description;
73 | }
74 |
75 | /**
76 | * Returns the option's name.
77 | *
78 | * @return the option's name
79 | */
80 | public String name() {
81 |
82 | return m_Name;
83 | }
84 |
85 | /**
86 | * Returns the option's number of arguments.
87 | *
88 | * @return the option's number of arguments
89 | */
90 | public int numArguments() {
91 |
92 | return m_NumArguments;
93 | }
94 |
95 | /**
96 | * Returns the option's synopsis.
97 | *
98 | * @return the option's synopsis
99 | */
100 | public String synopsis() {
101 |
102 | return m_Synopsis;
103 | }
104 |
105 | /**
106 | * Returns the revision string.
107 | *
108 | * @return the revision
109 | */
110 | public String getRevision() {
111 | return RevisionUtils.extract("$Revision: 8034 $");
112 | }
113 | }
114 |
115 |
--------------------------------------------------------------------------------
/src/weka/core/OptionHandler.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see File value
67 | */
68 | public File retrieveFile();
69 |
70 | /**
71 | * Set whether to use relative rather than absolute paths
72 | *
73 | * @param rp true if relative paths are to be used
74 | */
75 | public void setUseRelativePath(boolean rp);
76 |
77 | /**
78 | * Gets whether relative paths are to be used
79 | *
80 | * @return true if relative paths are to be used
81 | */
82 | public boolean getUseRelativePath();
83 |
84 | }
85 |
--------------------------------------------------------------------------------
/src/weka/core/converters/IncrementalConverter.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see
29 | *
30 | *
52 | *
53 | * @author Len Trigg (trigg@cs.waikato.ac.nz)
54 | * @version $Revision: 8034 $
55 | */
56 | public interface ConditionalEstimator extends RevisionHandler {
57 |
58 | /**
59 | * Add a new data value to the current estimator.
60 | *
61 | * @param data the new data value
62 | * @param given the new value that data is conditional upon
63 | * @param weight the weight assigned to the data value
64 | */
65 | void addValue(double data, double given, double weight);
66 |
67 | /**
68 | * Get a probability estimator for a value
69 | *
70 | * @param given the new value that data is conditional upon
71 | * @return the estimator for the supplied value given the condition
72 | */
73 | Estimator getEstimator(double given);
74 |
75 | /**
76 | * Get a probability for a value conditional on another value
77 | *
78 | * @param data the value to estimate the probability of
79 | * @param given the new value that data is conditional upon
80 | * @return the estimator for the supplied value given the condition
81 | */
82 | double getProbability(double data, double given);
83 |
84 | }
85 |
86 |
87 |
88 |
89 |
90 |
91 |
92 |
93 |
--------------------------------------------------------------------------------
/src/weka/estimators/IncrementalEstimator.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see
31 | * NNConditionalEstimator newEst = new NNConditionalEstimator();
32 | *
33 | * // Create 50 random points and add them
34 | * Random r = new Random(seed);
35 | * for(int i = 0; i < 50; i++) {
36 | * int x = Math.abs(r.nextInt() % 100);
37 | * int y = Math.abs(r.nextInt() % 100);
38 | * System.out.println("# " + x + " " + y);
39 | * newEst.addValue(x, y, 1);
40 | * }
41 | *
42 | * // Pick a random conditional value
43 | * int cond = Math.abs(r.nextInt() % 100);
44 | * System.out.println("## Conditional = " + cond);
45 | *
46 | * // Print the probabilities conditional on that value
47 | * Estimator result = newEst.getEstimator(cond);
48 | * for(int i = 0; i <= 100; i+= 5) {
49 | * System.out.println(" " + i + " " + result.getProbability(i));
50 | * }
51 | *
27 | *
28 | * @author Gabi Schmidberger (gabi@cs.waikato.ac.nz)
29 | * @version $Revision: 8034 $
30 | */
31 | public interface IncrementalEstimator {
32 |
33 | /**
34 | * Add one value to the current estimator.
35 | *
36 | * @param data the new data value
37 | * @param weight the weight assigned to the data value
38 | */
39 | void addValue(double data, double weight);
40 |
41 | }
42 |
43 |
44 |
45 |
46 |
47 |
48 |
49 |
50 |
--------------------------------------------------------------------------------
/src/weka/estimators/MultivariateEstimator.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see Task
48 | *
49 | * @param taskId the ID for the Task to be checked
50 | * @return the status of the Task
51 | * @exception Exception if an error occurs
52 | */
53 | /*
54 | Object checkStatus(Object taskId) throws Exception;
55 | }
56 |
57 | */
--------------------------------------------------------------------------------
/src/weka/experiment/InstanceQueryAdapter.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see
40 | * // converts one row
41 | * public static Object[] filter(Object[] i);
42 | * // converts a full dataset (first dimension is row index)
43 | * public static Object[][] filter(Object[][] i);
44 | * i contains elements that are either
46 | * Double, String, with missing values represented as null. The generated
47 | * code is public domain and comes with no warranty.
48 | *
49 | * @param className the name that should be given to the source class.
50 | * @param data the dataset used for initializing the filter
51 | * @return the object source described by a string
52 | * @throws Exception if the source can't be computed
53 | */
54 | public String toSource(String className, Instances data) throws Exception;
55 | }
56 |
--------------------------------------------------------------------------------
/src/weka/filters/StreamableFilter.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see BeanDescriptor value
40 | */
41 | /*
42 | @Override
43 | public BeanDescriptor getBeanDescriptor() {
44 | return new BeanDescriptor(null, null);
45 | // weka.filters.unsupervised.attribute.AddUserFields.class,
46 | // weka.gui.filters.AddUserFieldsCustomizer.class;
47 | }
48 | }
49 | */
--------------------------------------------------------------------------------
/src/weka/filters/unsupervised/instance/subsetbyexpression/sym.java:
--------------------------------------------------------------------------------
1 |
2 | //----------------------------------------------------
3 | // The following code was generated by CUP v0.11a beta 20060608
4 | // Wed Jun 26 14:23:38 NZST 2013
5 | //----------------------------------------------------
6 |
7 | package weka.filters.unsupervised.instance.subsetbyexpression;
8 |
9 | /** CUP generated interface containing symbol constants. */
10 | public interface sym {
11 | /* terminals */
12 | public static final int POW = 19;
13 | public static final int SQRT = 11;
14 | public static final int ABS = 10;
15 | public static final int GE = 26;
16 | public static final int ISMISSING = 5;
17 | public static final int LPAREN = 3;
18 | public static final int TAN = 16;
19 | public static final int MINUS = 6;
20 | public static final int FLOOR = 18;
21 | public static final int RPAREN = 4;
22 | public static final int NOT = 28;
23 | public static final int IS = 31;
24 | public static final int AND = 29;
25 | public static final int LT = 23;
26 | public static final int OR = 30;
27 | public static final int COMMA = 2;
28 | public static final int PLUS = 7;
29 | public static final int EXP = 13;
30 | public static final int LE = 24;
31 | public static final int EOF = 0;
32 | public static final int BOOLEAN = 33;
33 | public static final int TRUE = 21;
34 | public static final int error = 1;
35 | public static final int NUMBER = 32;
36 | public static final int COS = 15;
37 | public static final int EQ = 27;
38 | public static final int LOG = 12;
39 | public static final int TIMES = 8;
40 | public static final int SIN = 14;
41 | public static final int STRING = 35;
42 | public static final int RINT = 17;
43 | public static final int CEIL = 20;
44 | public static final int FALSE = 22;
45 | public static final int DIVISION = 9;
46 | public static final int ATTRIBUTE = 34;
47 | public static final int GT = 25;
48 | }
49 |
50 |
--------------------------------------------------------------------------------
/src/weka/gui/Logger.java:
--------------------------------------------------------------------------------
1 | /*
2 | * This program is free software: you can redistribute it and/or modify
3 | * it under the terms of the GNU General Public License as published by
4 | * the Free Software Foundation, either version 3 of the License, or
5 | * (at your option) any later version.
6 | *
7 | * This program is distributed in the hope that it will be useful,
8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
10 | * GNU General Public License for more details.
11 | *
12 | * You should have received a copy of the GNU General Public License
13 | * along with this program. If not, see