Run
554033

Run 554033

Task 3863 (Supervised Classification) hypothyroid Uploaded 10-04-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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)_H1

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
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
879.9345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0947
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1426
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8095
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.908
UserCPU time millis
1890.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1875
Cross-validation details (10-fold Crossvalidation)