Run
10435309

Run 10435309

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 31-12-2019 by chimi wangmo
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7321 ± 0.286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6975 ± 0.3867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2696 ± 0.6614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1643 ± 0.3796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3578 ± 0.137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307 ± 0.0337
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7143 ± 0.3092
Cross-validation details (10-fold Crossvalidation)
Number of instances
42
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.695 ± 0.3894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143 ± 0.3092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8929 ± 0.1019
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8306 ± 0.3042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624 ± 0.0352
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444 ± 0.1529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9611 ± 0.3159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.1106
Unweighted recall
0.6233 ± 0.3408
Cross-validation details (10-fold Crossvalidation)