Run
10435167

Run 10435167

Task 146628 (Supervised Classification) prop-2 Uploaded 29-12-2019 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
0.9296 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9277 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5886 ± 0.0338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3136 ± 0.0291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1014 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.189 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9336 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Number of instances
23014
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.9278 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9336 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4866 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5366 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.224 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7287 ± 0.0185
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1015.7068
Unweighted recall
0.7512 ± 0.0169
Cross-validation details (10-fold Crossvalidation)