Run
10435311

Run 10435311

Task 4385 (Supervised Classification) chscase_vine1 Uploaded 31-12-2019 by chimi wangmo
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Flow

weka.classifiers.trees.RandomForest(3)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.classifiers.trees.RandomForest(3)_P["100"]
weka.classifiers.trees.RandomForest(3)_O["false"]
weka.classifiers.trees.RandomForest(3)_store-out-of-bag-predictions["false"]
weka.classifiers.trees.RandomForest(3)_output-out-of-bag-complexity-statistics["false"]
weka.classifiers.trees.RandomForest(3)_print["false"]
weka.classifiers.trees.RandomForest(3)_attribute-importance["false"]
weka.classifiers.trees.RandomForest(3)_I["100"]
weka.classifiers.trees.RandomForest(3)_num-slots["1"]
weka.classifiers.trees.RandomForest(3)_K["0"]
weka.classifiers.trees.RandomForest(3)_M["1.0"]
weka.classifiers.trees.RandomForest(3)_V["0.001"]
weka.classifiers.trees.RandomForest(3)_S["1"]
weka.classifiers.trees.RandomForest(3)_U["false"]
weka.classifiers.trees.RandomForest(3)_B["false"]
weka.classifiers.trees.RandomForest(3)_output-debug-info["false"]
weka.classifiers.trees.RandomForest(3)_-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.

20 Evaluation measures

Area under ROC curve
0.9313 ± 0.1092
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8252 ± 0.1596
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6491 ± 0.3108
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.5618 ± 0.2184
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2294 ± 0.1019
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4972 ± 0.006
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.825 ± 0.1517
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
520
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.8262 ± 0.142
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.825 ± 0.1517
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9957 ± 0.0172
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4614 ± 0.2051
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4985 ± 0.0059
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.335 ± 0.1276
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.672 ± 0.2565
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
931.1106
Unweighted recall
0.8256 ± 0.1536
Cross-validation details (10 times 10-fold Crossvalidation)