Run
579115

Run 579115

Task 3663 (Supervised Classification) cholesterol Uploaded 04-06-2016 by Jan van Rijn
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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
0.5596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.8816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1383.6837
UserCPU time millis
1020
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1020
Cross-validation details (10-fold Crossvalidation)