Run
6060445

Run 6060445

Task 18 (Supervised Classification) mfeat-morphological Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.46790495955667954
weka.MultilayerPerceptron(8)_M0.3504734525148103
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S1
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Hi
weka.MultilayerPerceptron(8)_Ctrue

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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1533.4402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0617
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
0.7254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6227
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1613.1817
UserCPU time millis
3210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3210
Cross-validation details (10-fold Crossvalidation)