Run
506380

Run 506380

Task 3011 (Supervised Classification) hypothyroid Uploaded 18-01-2016 by Casey Davis
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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)_Ha

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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1421.717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0353
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9491
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4715
Cross-validation details (10-fold Crossvalidation)
Recall
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.766
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
471.8959
UserCPU time millis
80750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
80620
Cross-validation details (10-fold Crossvalidation)