Run
10435203

Run 10435203

Task 4300 (Supervised Classification) visualizing_slope 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
0.9658 ± 0.0911
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8963 ± 0.1386
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7793 ± 0.3411
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.6985 ± 0.2183
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1519 ± 0.0971
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4753 ± 0.0213
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.8977 ± 0.1435
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Oracle Corporation', '13.0.1', 'amd64', 'Windows 7', '6.1']
Precision
0.8993 ± 0.1166
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8977 ± 0.1435
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9625 ± 0.0625
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3196 ± 0.2021
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4869 ± 0.0221
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.266 ± 0.138
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5463 ± 0.2797
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
964.8373
Unweighted recall
0.8807 ± 0.1713
Cross-validation details (10 times 10-fold Crossvalidation)