Run
2657049

Run 2657049

Task 29 (Supervised Classification) credit-approval Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9329 ± 0.036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8781 ± 0.0443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7531 ± 0.0893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
382.5081 ± 3.2161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8781 ± 0.044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8783 ± 0.0444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8783 ± 0.0444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4858 ± 0.0409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.319 ± 0.0332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.642 ± 0.067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1749.5038
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)