Run
2347701

Run 2347701

Task 45 (Supervised Classification) splice Uploaded 27-05-2017 by Miguel Cachada
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N100
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.MultilayerPerceptron(8)_Dtrue

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
0.5099 ± 0.1571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2331 ± 0.2768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0781 ± 0.3001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.6431 ± 105.3462
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4584 ± 0.1513
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8028 ± 0.288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3135 ± 0.2302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.3135 ± 0.2302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1177 ± 0.369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6761 ± 0.1867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4931 ± 0.4123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.5606
UserCPU time millis
45862300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
151090
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
45711210
Cross-validation details (10-fold Crossvalidation)