Run
10435199

Run 10435199

Task 4487 (Supervised Classification) rabe_166 Uploaded 30-12-2019 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
0.9647 ± 0.1106
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9249 ± 0.1168
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8507 ± 0.2513
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.7655 ± 0.234
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1223 ± 0.1156
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4988 ± 0.0036
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.925 ± 0.1256
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Oracle Corporation', '13.0.1', 'amd64', 'Windows 7', '6.1']
Precision
0.9352 ± 0.0722
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.925 ± 0.1256
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9982 ± 0.0104
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2452 ± 0.2318
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4994 ± 0.0036
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2661 ± 0.1744
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.533 ± 0.3492
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
964.8373
Unweighted recall
0.9286 ± 0.1229
Cross-validation details (10 times 10-fold Crossvalidation)