Run
535927

Run 535927

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)_L0.19
weka.MultilayerPerceptron(4)_M0.73
weka.MultilayerPerceptron(4)_N2998
weka.MultilayerPerceptron(4)_V50
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E50
weka.MultilayerPerceptron(4)_Hi
weka.MultilayerPerceptron(4)_Ctrue

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
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.5716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.073
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.381
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.8093
UserCPU time millis
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
310
Cross-validation details (10-fold Crossvalidation)