Run
10435277

Run 10435277

Task 4443 (Supervised Classification) rabe_131 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
0.9994
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.984 ± 0.0578
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.967 ± 0.1172
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.8935 ± 0.0912
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0624 ± 0.0463
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4877 ± 0.0093
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.984 ± 0.0545
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.9844 ± 0.0393
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.984 ± 0.0545
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9815 ± 0.027
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1279 ± 0.0927
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4936 ± 0.0092
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1233 ± 0.0793
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2499 ± 0.1577
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
966.2312
Unweighted recall
0.981 ± 0.0607
Cross-validation details (10 times 10-fold Crossvalidation)