Run
4619

Run 4619

Task 1 (Supervised Classification) anneal Uploaded 18-10-2024 by Jan van Rijn
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Flow

weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute. Discretize,weka.classifiers.trees.RandomForest)(1)Weka implementation.
weka.classifiers.trees.RandomForest(1)_P["100"]
weka.classifiers.trees.RandomForest(1)_O["false"]
weka.classifiers.trees.RandomForest(1)_store-out-of-bag-predictions["false"]
weka.classifiers.trees.RandomForest(1)_output-out-of-bag-complexity-statistics["false"]
weka.classifiers.trees.RandomForest(1)_print["false"]
weka.classifiers.trees.RandomForest(1)_attribute-importance["false"]
weka.classifiers.trees.RandomForest(1)_I["100"]
weka.classifiers.trees.RandomForest(1)_num-slots["1"]
weka.classifiers.trees.RandomForest(1)_K["0"]
weka.classifiers.trees.RandomForest(1)_M["1.0"]
weka.classifiers.trees.RandomForest(1)_V["0.001"]
weka.classifiers.trees.RandomForest(1)_S["1"]
weka.classifiers.trees.RandomForest(1)_U["false"]
weka.classifiers.trees.RandomForest(1)_B["false"]
weka.classifiers.trees.RandomForest(1)_output-debug-info["false"]
weka.classifiers.trees.RandomForest(1)_-do-not-check-capabilities["false"]
weka.filters.supervised.attribute.Discretize(1)_R["first-last"]
weka.filters.supervised.attribute.Discretize(1)_V["false"]
weka.filters.supervised.attribute.Discretize(1)_D["false"]
weka.filters.supervised.attribute.Discretize(1)_Y["false"]
weka.filters.supervised.attribute.Discretize(1)_E["false"]
weka.filters.supervised.attribute.Discretize(1)_K["false"]
weka.filters.supervised.attribute.Discretize(1)_precision["6"]
weka.filters.supervised.attribute.Discretize(1)_spread-attribute-weight["false"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_F["weka.filters.supervised.attribute.Discretize"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_doNotCheckForModifiedClassAttribute["false"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_S["1"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_W["weka.classifiers.trees.RandomForest"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_output-debug-info["false"]
weka.classifiers.meta.FilteredClassifier(weka.filters.supervised.attribute.Discretize,weka.classifiers.trees.RandomForest)(1)_-do-not-check-capabilities["false"]

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

0.9853 ± 0.0051
Per class
0.9359 ± 0.0163
Per class
0.8392 ± 0.0324
0.7917 ± 0.0281
0.0363 ± 0.004
0.1343 ± 0.0012
0.9365 ± 0.0129
898
Per class
['Homebrew', '23', 'aarch64', 'Mac OS X', '12.5.1']
0.9366 ± 0.0164
Per class
0.9365 ± 0.0129
1.1915 ± 0.0248
0.2703 ± 0.0287
0.2582 ± 0.0024
0.1216 ± 0.0064
0.4709 ± 0.0245