Run
2347703

Run 2347703

Task 2 (Supervised Classification) anneal 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)_Ho

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
0.9933 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9766 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9492 ± 0.0283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
800.9014 ± 2.9977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0149 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9733 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.98 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.98 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1106 ± 0.0228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0722 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2795 ± 0.0616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1675.2104
UserCPU time millis
750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
740
Cross-validation details (10-fold Crossvalidation)