Run
535819

Run 535819

Task 27 (Supervised Classification) colic Uploaded 09-03-2016 by Martijn Post
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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
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.3343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1887.4343
UserCPU time millis
5413.2347
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5397.6346
Cross-validation details (10-fold Crossvalidation)