Run
10435304

Run 10435304

Task 4307 (Supervised Classification) visualizing_environmental 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
0.7282 ± 0.1503
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6929 ± 0.1511
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3857 ± 0.2807
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.2708 ± 0.1845
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3737 ± 0.0842
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0.0016
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.6928 ± 0.1429
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1110
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.6939 ± 0.152
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6928 ± 0.1429
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9985 ± 0.0047
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7489 ± 0.1689
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0.0016
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4706 ± 0.0896
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9423 ± 0.1795
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
931.1106
Unweighted recall
0.6933 ± 0.1404
Cross-validation details (10 times 10-fold Crossvalidation)