Run
535914

Run 535914

Task 55 (Supervised Classification) vote Uploaded 10-03-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.46
weka.MultilayerPerceptron(4)_M0.37
weka.MultilayerPerceptron(4)_N7993
weka.MultilayerPerceptron(4)_V60
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E50
weka.MultilayerPerceptron(4)_Ho
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
351.7
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1039
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.818
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)