Run
2335607

Run 2335607

Task 20 (Supervised Classification) mfeat-pixel Uploaded 23-05-2017 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
0.9963 ± 0.0021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9725 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9694 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1910.3564 ± 1.0343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9726 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9725 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9725 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0763 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0707 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2358 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1540.9066
UserCPU time millis
4807910
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
14700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4793210
Cross-validation details (10-fold Crossvalidation)