DEVELOPMENT... OpenML
Run
20661

Run 20661

Task 37 (Supervised Classification) diabetes Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.1
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8142
Per class
F measure
0.7556
Per class
Kappa
0.4562
KB relative information score
276.4553
Mean absolute error
0.2915
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7544
Per class
Predictive accuracy
0.7591
Prior entropy
0.9335
Recall
0.7591
Per class
Relative absolute error
0.6414
Root mean prior squared error
0.4766
Root mean squared error
0.4096
Root relative squared error
0.8594
SciMark benchmark
947.8538[569.64095994657931015.7907504114269475.107003774767909.59057174132591769.1394630054465]