Run
506381

Run 506381

Task 3021 (Supervised Classification) sick Uploaded 18-01-2016 by Casey Davis
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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
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1993.8651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0361
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6774
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
478.8053
UserCPU time millis
69430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
69310
Cross-validation details (10-fold Crossvalidation)