Run
578008

Run 578008

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 03-06-2016 by Martijn Post
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H0

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
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.5667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9058
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.4108
UserCPU time millis
109.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
93.75
Cross-validation details (10-fold Crossvalidation)