Run
11810

Run 11810

Task 10 (Supervised Classification) lymph Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.3
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.7144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0844
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7248
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.3607[564.29658017915111015.7907504114269484.10363182779514916.90802019261121580.7043282001455]