Run
25716

Run 25716

Task 59 (Supervised Classification) iris Uploaded 05-10-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(2)Weka implementation of MultilayerPerceptron

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.

21 Evaluation measures

Area under ROC curve
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0959
Cross-validation details (10-fold Crossvalidation)
Build memory
164184285.6
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.0754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.4]
Precision
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1625.9294[971.1807551755231168.559788033647613.21633086486321233.03861212121894143.651752120185]