Run
553043

Run 553043

Task 3663 (Supervised Classification) cholesterol Uploaded 09-04-2016 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
0.5951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.0461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4521
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_66, amd64, Windows 10, 10.0]
Precision
0.5981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1788.6668
UserCPU time millis
125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
125
Cross-validation details (10-fold Crossvalidation)